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Best of 2025: UNC6395 and the Salesloft Drift Attack: Why Salesforce OAuth Integrations are a Growing Risk

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  • Published date: 2025-12-25 00:00:00

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<p class="wp-block-paragraph">Is your Salesforce environment integrated with third-party apps like Salesloft Drift? If so, your organization could be at risk of the same SaaS breach techniques used by advanced threat actors like UNC6395.</p><p class="wp-block-paragraph">In early August, UNC6395 (an assessed Chinese threat actor) leveraged compromised OAuth tokens from the Salesloft Drift integration to infiltrate Salesforce environments. By abusing trusted access, the attacker ran targeted SOQL queries across critical Salesforce objects such as Users, Accounts, and Cases, quietly exfiltrating highly sensitive business data: AWS keys, Snowflake tokens, passwords, and more. According to <a href="https://cloud.google.com/blog/topics/threat-intelligence/data-theft-salesforce-instances-via-salesloft-drift" rel="noreferrer noopener">Google</a>, over 700 organizations have been impacted.</p><p class="wp-block-paragraph">This incident is just the latest example of SaaS supply chain attacks, where trust in one connected app can open the door to broader data exposure, and shows why app owners must stay vigilant.</p><h2 id="h-what-was-the-unc6395-salesloft-drift-attack" class="wp-block-heading"><strong>What was the UNC6395 Salesloft Drift attack?</strong></h2><figure class="wp-block-image size-large"><img fetchpriority="high" decoding="async" class="wp-image-10122" src="https://appomni.com/wp-content/uploads/2025/08/blog-UNC6395-drift-salesforce-breach-summary-1024x536.png" sizes="(max-width: 1024px) 100vw, 1024px" srcset="https://appomni.com/wp-content/uploads/2025/08/blog-UNC6395-drift-salesforce-breach-summary-1024x536.png 1024w, https://appomni.com/wp-content/uploads/2025/08/blog-UNC6395-drift-salesforce-breach-summary-300x157.png 300w, https://appomni.com/wp-content/uploads/2025/08/blog-UNC6395-drift-salesforce-breach-summary-768x402.png 768w, https://appomni.com/wp-content/uploads/2025/08/blog-UNC6395-drift-salesforce-breach-summary.png 1200w" alt="" width="1024" height="536"></figure><p class="wp-block-paragraph"><strong>How the attack worked</strong>:</p><ul class="wp-block-list"><li class="wp-block-list-item">The threat actor ran SOQL queries on Salesforce objects like Users, Accounts, Opportunities, and Cases</li><li class="wp-block-list-item">Systematically exfiltrated sensitive credentials and secrets</li><li class="wp-block-list-item">Deleted query jobs after execution to hide activity (but audit logs still retained evidence)</li></ul><p class="wp-block-paragraph"><strong>Salesloft &amp; Salesforce response actions</strong>:</p><ul class="wp-block-list"><li class="wp-block-list-item">On August 20, 2025, Salesloft and Salesforce revoked all Drift OAuth tokens.</li><li class="wp-block-list-item">Salesforce also removed the Drift application from the AppExchange pending further investigation.</li><li class="wp-block-list-item">Impacted organizations were directly notified by Salesforce.</li></ul><p class="wp-block-paragraph"><strong>Key observations</strong>:</p><ul class="wp-block-list"><li class="wp-block-list-item">Attackers ran reconnaissance queries to measure record volumes before selectively pulling detailed user and case data.</li><li class="wp-block-list-item">The primary objective appeared to be credential harvesting for downstream attacks.</li><li class="wp-block-list-item">Malicious activity was tied to suspicious User-Agent strings, Tor exit node traffic and VPS for data exfiltration.</li></ul><h2 id="h-why-this-attack-worked" class="wp-block-heading"><strong>Why this attack worked</strong></h2><p class="wp-block-paragraph">The success of UNC6395 stemmed from common oversights in SaaS environments, exploiting weaknesses in the SaaS supply chain. The lateral movement is made possible by the abuse of admin OAuth tokens from lesser-known SaaS apps to compromise business-critical applications. Attackers are taking advantage of:</p><ul class="wp-block-list"><li class="wp-block-list-item"><strong>Persistent OAuth access:</strong> Unlike user sessions, OAuth tokens often don’t expire</li><li class="wp-block-list-item"><strong>Over-permissive access:</strong> Many apps request full data access and are approved without review</li><li class="wp-block-list-item"><strong>Limited monitoring:</strong> Most organizations don’t monitor or ingest logs or policies for  SaaS applications</li><li class="wp-block-list-item"><strong>Unsecured secrets:</strong> Credentials stored insecurely in Salesforce fields amplified the impact</li></ul><h2 id="h-how-to-prevent-saas-supply-chain-attacks-like-unc6395" class="wp-block-heading"><strong>How to prevent SaaS supply chain attacks</strong> like UNC6395</h2><p class="wp-block-paragraph">To effectively prevent SaaS supply chain attacks, focus on these key actions:</p><ul class="wp-block-list"><li class="wp-block-list-item"><strong>Apply least privilege to service accounts.</strong> Know exactly what data these identities can access.</li><li class="wp-block-list-item"><strong>Scan for exposed secrets.</strong> Look for stored AWS keys, tokens, or passwords in your Salesforce schema and data records.</li><li class="wp-block-list-item"><strong>Manage data access, not just APIs.</strong> Limiting scopes isn’t particularly useful for Salesforce integrations. Instead, focus on monitoring and restricting which Salesforce Objects, Fields, and Records your accounts and integrations can access.</li><li class="wp-block-list-item"><strong>Correlate SaaS logs.</strong> Work with security teams to bring together Salesforce, Okta, Google, and Microsoft logs for better threat visibility.</li><li class="wp-block-list-item"><strong>Use behavioral analytics.</strong> Even if access looks normal, UEBA can surface when an app or user starts behaving suspiciously.</li></ul><h2 id="h-how-appomni-helps-application-owners-stay-ahead" class="wp-block-heading"><strong>How AppOmni helps application owners stay ahead</strong></h2><p class="wp-block-paragraph">AppOmni helps organizations prevent, detect, and respond to SaaS breaches. The platform delivers deep visibility into third-party OAuth integrations and enforces monitoring policies and controls to block suspicious activity such as mass exports or anomalous API calls.</p><p class="wp-block-paragraph">By combining Threat Intelligence Enrichment with User and Entity Behavior Analytics (UEBA), AppOmni normalizes SaaS logs to quickly surface anomalies like mass SOQL queries, excessive OAuth token use, or unusual data exports. These capabilities enable early detection of adversarial campaigns, even when attackers attempt to evade detection or blend into normal workflows.</p><p class="wp-block-paragraph">With immediate visibility and control over your applications, security teams can stay ahead of attackers. Explore our <a href="https://appomni.com/security-handbooks/salesforce-security-handbook/">Salesforce handbook</a> to learn more about recent attack patterns and how to stop them.</p><p class="wp-block-paragraph"><strong>Wondering if a connected app like Drift could put your Salesforce data at risk?</strong> Request a complimentary <a href="https://appomni.com/risk-assessment/">risk assessment</a> of your Salesforce Instance.</p><p>The post <a href="https://appomni.com/blog/drift-breach-salesforce-unc6395-saas-prevention/">UNC6395 and the Salesloft Drift Attack: Why Salesforce OAuth Integrations are a Growing Risk</a> appeared first on <a href="https://appomni.com/">AppOmni</a>.</p><div class="spu-placeholder" style="display:none"></div><div class="addtoany_share_save_container addtoany_content addtoany_content_bottom"><div class="a2a_kit a2a_kit_size_20 addtoany_list" data-a2a-url="https://securityboulevard.com/2025/12/unc6395-and-the-salesloft-drift-attack-why-salesforce-oauth-integrations-are-a-growing-risk-2/" data-a2a-title="Best of 2025: UNC6395 and the Salesloft Drift Attack: Why Salesforce OAuth Integrations are a Growing Risk"><a class="a2a_button_twitter" href="https://www.addtoany.com/add_to/twitter?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Func6395-and-the-salesloft-drift-attack-why-salesforce-oauth-integrations-are-a-growing-risk-2%2F&amp;linkname=Best%20of%202025%3A%20UNC6395%20and%20the%20Salesloft%20Drift%20Attack%3A%20Why%20Salesforce%20OAuth%20Integrations%20are%20a%20Growing%20Risk" title="Twitter" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_linkedin" href="https://www.addtoany.com/add_to/linkedin?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Func6395-and-the-salesloft-drift-attack-why-salesforce-oauth-integrations-are-a-growing-risk-2%2F&amp;linkname=Best%20of%202025%3A%20UNC6395%20and%20the%20Salesloft%20Drift%20Attack%3A%20Why%20Salesforce%20OAuth%20Integrations%20are%20a%20Growing%20Risk" title="LinkedIn" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_facebook" href="https://www.addtoany.com/add_to/facebook?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Func6395-and-the-salesloft-drift-attack-why-salesforce-oauth-integrations-are-a-growing-risk-2%2F&amp;linkname=Best%20of%202025%3A%20UNC6395%20and%20the%20Salesloft%20Drift%20Attack%3A%20Why%20Salesforce%20OAuth%20Integrations%20are%20a%20Growing%20Risk" title="Facebook" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_reddit" href="https://www.addtoany.com/add_to/reddit?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Func6395-and-the-salesloft-drift-attack-why-salesforce-oauth-integrations-are-a-growing-risk-2%2F&amp;linkname=Best%20of%202025%3A%20UNC6395%20and%20the%20Salesloft%20Drift%20Attack%3A%20Why%20Salesforce%20OAuth%20Integrations%20are%20a%20Growing%20Risk" title="Reddit" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_email" href="https://www.addtoany.com/add_to/email?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Func6395-and-the-salesloft-drift-attack-why-salesforce-oauth-integrations-are-a-growing-risk-2%2F&amp;linkname=Best%20of%202025%3A%20UNC6395%20and%20the%20Salesloft%20Drift%20Attack%3A%20Why%20Salesforce%20OAuth%20Integrations%20are%20a%20Growing%20Risk" title="Email" rel="nofollow noopener" target="_blank"></a><a class="a2a_dd addtoany_share_save addtoany_share" href="https://www.addtoany.com/share"></a></div></div>

How do secrets management tools deliver value to organizations

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  • Published date: 2025-12-25 00:00:00

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<h2>What Are Non-Human Identities and Why Do They Matter in Cybersecurity?</h2><p>Security teams often grapple with a pivotal question: How can organizations effectively safeguard Non-Human Identities (NHIs)? NHIs play a crucial role in cybersecurity by acting as unique identifiers for machines. Understanding their significance is essential for enhancing your organization’s security posture.</p><h3>Understanding Non-Human Identities</h3><p>NHIs are the machine identities that facilitate authentication and authorization across digital infrastructures. Comprised of encrypted passwords, tokens, or keys (often referred to as “Secrets”), these identities ensure machines can securely communicate and perform their designated functions without human intervention. Think of a “Secret” as a digital passport, granting specific permissions akin to a travel visa, to ensure secure interactions between machines.</p><p>These identities are pivotal in bridging the gap between security and R&amp;D teams, particularly in industries utilizing cloud technology such as financial services, healthcare, and DevOps teams. By focusing on this critical intersection, organizations can protect themselves against potential vulnerabilities and optimize their cybersecurity frameworks.</p><h3>The Importance of Secrets Security Management</h3><p>Secrets management tools play an indispensable role in helping organizations maintain the integrity of NHIs. This comprehensive approach involves a lifecycle that extends from initial discovery to threat detection and remediation. Unlike point solutions that may only offer partial protection, a holistic platform grants insights into machine identity ownership, usage, permissions, and possible vulnerabilities, providing security teams with contextually aware defenses.</p><p>When implementing secrets management, the following benefits materialize:</p><ul> <li><strong>Reduced Risk:</strong> Identifying and mitigating security risks proactively diminishes the chances of breaches and data leaks.</li> <li><strong>Improved Compliance:</strong> Facilitates meeting regulatory requirements through effective policy enforcement and audit trails.</li> <li><strong>Increased Efficiency:</strong> Automating NHI and secrets management frees security teams to focus on strategic initiatives.</li> <li><strong>Enhanced Visibility and Control:</strong> Centralizes access management and governance, thereby improving oversight.</li> <li><strong>Cost Savings:</strong> Automates secrets rotation and NHIs decommissioning, reducing operational costs.</li> </ul><h3>Enhancing Cloud Security Through Secrets Management</h3><p>Organizations looking to bolster their cloud security must incorporate NHI management within their cybersecurity strategies. This practice becomes even more pertinent in complex cloud environments, where numerous machine identities interact continuously. By managing these interactions with a focus on security, organizations can significantly decrease their risk of breaches and data leaks.</p><p>To secure NHIs effectively, organizations should consider deploying <a href="https://www.union.ai/docs/v2/flyte/user-guide/task-configuration/secrets/" rel="noopener">secrets management tools</a> that provide insights throughout the lifecycle of machine identities. Integrating these tools within cloud environments ensures an added layer of security that organizations across different sectors can benefit from. Furthermore, the seamless automation of these processes helps security teams to better allocate their resources, ensuring operational efficiency.</p><p>For diverse teams, ranging from <a href="https://entro.security/blog/entro-wiz-integration/">DevOps to Security Operations Centers (SOC)</a>, adopting a robust NHI management process fosters synergy and enhances security measures. This integration can also alleviate common challenges faced in distributed computing environments by minimizing the risk of unauthorized access and ensuring stricter compliance with enforced policies.</p><h3>The Need for a Context-Aware Security Approach</h3><p>Incorporating a context-aware framework into your NHI management strategy can greatly enhance the security measures for machine identities. By understanding usage patterns and permission pathways, organizations can more effectively identify vulnerabilities and address security gaps. This understanding allows for better preventative measures and quicker remediation when anomalies are detected.</p><p>Moreover, a centralized, context-aware platform can facilitate better decision-making processes by offering insights into identity behaviors and associated risks. This approach not only empowers security teams to act proactively but also aligns with organizational goals to optimize resources and processes. By maintaining an in-depth awareness of potential risks associated with NHIs, organizations can cultivate an environment of heightened security and resilience.</p><p>In conclusion, managing Non-Human Identities and their Secrets is a strategic necessity for organizations aiming to protect their digital assets. By implementing a comprehensive secrets security management strategy, businesses can better protect themselves from breaches, improve compliance, and operate more efficiently. The effective integration and automation of NHI management tools allow for a more secure, resilient, and cost-effective cyber defense.</p><p>Continue to explore how secrets management in <a href="https://entro.security/blog/secrets-security-in-hybrid-cloud-environments/">hybrid cloud environments</a> can further enhance your cybersecurity strategies and align with industry standards.</p><h3>Strategic Insights for Effective Non-Human Identity Management</h3><p>What factors contribute to a successful Non-Human Identity (NHI) management strategy? With cloud environments grow more intricate, organizations face the challenge of managing a vast array of machine identities efficiently. To navigate this complexity, businesses across sectors must focus on the strategic elements of NHI management, which provide robust security frameworks while enabling seamless operational workflows.</p><p>For industries as varied as financial services, healthcare, and even travel, NHIs play a substantial role in maintaining the confidentiality, integrity, and availability of data. By honing their focus on strategic management, companies can ensure their digital infrastructures remain impervious to vulnerabilities and that machine interactions remain secure.</p><h3>Strengthening Cloud Security with Automated Solutions</h3><p>Ensuring security across cloud-based systems involves not just managing NHIs efficiently but also integrating automated solutions to harness the full spectrum of cybersecurity potential. For instance, employing an automated secrets management system can provide the vital security infrastructure needed to safeguard machine identities while also reducing the overhead associated with manual oversight.</p><p>Several organizations have implemented automated <a href="https://cloud.ibm.com/docs/secrets-manager?topic=secrets-manager-secrets-manager-cli" rel="noopener">secrets management</a> tools offering insights into data access patterns and real-time threat detection, thereby enabling quicker response times to any malicious activities. A proactive approach where automation routinely verifies and updates machine credential access not only fortifies security but also liberates IT and security professionals to engage in strategic priorities, driving innovation and competitive advantage.</p><h3>Addressing Common Barriers and Misconceptions</h3><p>Why do industry leaders sometimes hesitate to adopt strategic NHI management frameworks? One major barrier is the underestimation of the role that machine identities play in cybersecurity. Often overshadowed by human-centric security measures, NHIs are sometimes overlooked until a security incident occurs. Consequently, many misconceptions are perpetuated that could deter forward-thinking organizations from implementing robust machine identity management protocols.</p><p>Consider exploring new research and discussions that challenge these misconceptions. Studies, such as those published in <a href="https://community.bitwarden.com/t/error-while-creating-secret-bitwarden-sdk-napi/63071" rel="noopener">secure application programming interfaces</a>, emphasize the critical importance of addressing machine identity security. Such literature highlights the amplified impact of overlooking machine identities and secrets management in contemporary settings where cloud computing and distributed systems are burgeoning. By dispelling myths and enhancing awareness, organizations can adopt more informed and comprehensive security practices that mitigate risks effectively.</p><h3>Cultivating Organizational Synergy</h3><p>Is it possible to strengthen security while fostering cross-departmental collaboration? The role of NHIs extends beyond safeguarding machine interactions; it includes promoting organizational synergy across departments like R&amp;D, IT, and security teams. By managing NHIs effectively, organizations can create an ecosystem of informed decision-making where cross-functional teams engage in proactive security planning and execution effectively.</p><p>For example, consider the scenario within DevOps environments where seamless collaboration and communication are pivotal. Ensuring that all teams have visibility into machine identity management practices can alleviate bottlenecks and facilitate smoother DevOps workflows, ultimately promoting a culture of transparency and trust.</p><h3>Innovative Approaches to Risk Management</h3><p>Integrating dynamic risk management approaches into NHI management strategies can empower organizations to maintain an agile security posture. Advanced machine learning algorithms, when fused with secrets management frameworks, provide the predictive capabilities needed to anticipate and mitigate risks. This proactive stance involves ongoing analysis of machine behaviors and the subsequent adaptation of security measures to counter emerging threats effectively.</p><p>Risk management strategies, as explored by experts in secure systems design, emphasize fluid nature security. They underline a paradigm shift from reactive to predictive models that capitalize on bigdata insights to navigate vulnerabilities adeptly. Organizations can ensure long-term resilience and operational efficiency by leveraging these predictive insights.</p><p>While we navigate a future with more interconnected systems and evolving threats, organizations must maintain a commitment to improve their NHI management frameworks continuously. This strategic dedication not only enhances current security measures but also fosters innovation and adaptability, rendering organizations well-equipped to tackle the security challenges of tomorrow. Further insights into how AI technologies can align with human strategies can be found in recent <a href="https://entro.security/blog/agentic-ai-owasp-research/">research exploring AI advancements</a>.</p><p>Stay tuned while we continue our exploration of security enhancements for dealing with NHIs efficiently within hybrid and complex cloud environments. The path toward a more secure, adaptive, and efficient digital infrastructure is one every organization should explore actively.</p><p>The post <a href="https://entro.security/how-do-secrets-management-tools-deliver-value-to-organizations/">How do secrets management tools deliver value to organizations</a> appeared first on <a href="https://entro.security/">Entro</a>.</p><div class="spu-placeholder" style="display:none"></div><div class="addtoany_share_save_container addtoany_content addtoany_content_bottom"><div class="a2a_kit a2a_kit_size_20 addtoany_list" data-a2a-url="https://securityboulevard.com/2025/12/how-do-secrets-management-tools-deliver-value-to-organizations/" data-a2a-title="How do secrets management tools deliver value to organizations"><a class="a2a_button_twitter" href="https://www.addtoany.com/add_to/twitter?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fhow-do-secrets-management-tools-deliver-value-to-organizations%2F&amp;linkname=How%20do%20secrets%20management%20tools%20deliver%20value%20to%20organizations" title="Twitter" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_linkedin" href="https://www.addtoany.com/add_to/linkedin?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fhow-do-secrets-management-tools-deliver-value-to-organizations%2F&amp;linkname=How%20do%20secrets%20management%20tools%20deliver%20value%20to%20organizations" title="LinkedIn" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_facebook" href="https://www.addtoany.com/add_to/facebook?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fhow-do-secrets-management-tools-deliver-value-to-organizations%2F&amp;linkname=How%20do%20secrets%20management%20tools%20deliver%20value%20to%20organizations" title="Facebook" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_reddit" href="https://www.addtoany.com/add_to/reddit?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fhow-do-secrets-management-tools-deliver-value-to-organizations%2F&amp;linkname=How%20do%20secrets%20management%20tools%20deliver%20value%20to%20organizations" title="Reddit" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_email" href="https://www.addtoany.com/add_to/email?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fhow-do-secrets-management-tools-deliver-value-to-organizations%2F&amp;linkname=How%20do%20secrets%20management%20tools%20deliver%20value%20to%20organizations" title="Email" rel="nofollow noopener" target="_blank"></a><a class="a2a_dd addtoany_share_save addtoany_share" href="https://www.addtoany.com/share"></a></div></div><p class="syndicated-attribution">*** This is a Security Bloggers Network syndicated blog from <a href="https://entro.security/">Entro</a> authored by <a href="https://securityboulevard.com/author/0/" title="Read other posts by Alison Mack">Alison Mack</a>. Read the original post at: <a href="https://entro.security/how-do-secrets-management-tools-deliver-value-to-organizations/">https://entro.security/how-do-secrets-management-tools-deliver-value-to-organizations/</a> </p>

What Makes a Successful GRC Team? Roles, Skills, & Structure

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  • Published date: 2025-12-25 00:00:00

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<h2 class="wp-block-heading">Key Takeaways</h2><ul class="wp-block-list"> <li>Successful GRC teams operate with defined roles, clear ownership, and established escalation paths that support consistent execution.</li> <li>GRC work spans multiple functions and continues year-round, requiring coordination models that hold up as scope and regulatory oversight increase.</li> <li>Structural patterns provide a stable foundation for GRC programs as requirements, systems, and risks change over time.</li> <li>Effective teams maintain centralized oversight while execution remains with the teams that own underlying systems and processes.</li> <li>Consistent control models, framework mappings, and documentation practices support smoother audits and reduce repeated effort.</li> <li><a href="https://www.centraleyes.com/grc/grc-maturity-model/">GRC program maturity</a> is reflected in how risks are prioritized, decisions are escalated, and leadership is supported across the organization.</li> </ul><p>A GRC team is responsible for defining how requirements are interpreted, how risks are assessed and tracked, and how accountability is maintained across the organization. While the GRC team provides central oversight, effective execution depends on coordination with security, IT, legal, HR, finance, and operational teams.</p><p>This article outlines the <a href="https://www.centraleyes.com/grc/mastering-grc-roles-and-responsibilities-for-compliance-organizational-excellence/">GRC roles</a>, skills, and structural patterns commonly found in effective Governance Risk Compliance teams. The focus is on how teams are organized and positioned to operate sustainably as scope, <a href="https://www.centraleyes.com/regulatory-watch/">regulatory change</a>, and organizational complexity increase.</p><div class="wp-block-image"> <figure class="aligncenter size-full"><img fetchpriority="high" decoding="async" width="740" height="389" src="https://www.centraleyes.com/wp-content/uploads/2025/12/grc-roles-skills.png" alt="" class="wp-image-34953" srcset="https://www.centraleyes.com/wp-content/uploads/2025/12/grc-roles-skills.png 740w, https://www.centraleyes.com/wp-content/uploads/2025/12/grc-roles-skills-300x158.png 300w" sizes="(max-width: 740px) 100vw, 740px"></figure> </div><h2 class="wp-block-heading">The Scope of GRC Team Responsibility</h2><p>GRC teams typically operate across multiple domains at the same time. Their responsibilities include:</p><ul class="wp-block-list"> <li>Interpreting regulatory and framework requirements</li> <li>Defining and maintaining governance structures</li> <li>Establishing and managing control models</li> <li>Coordinating audits and assessments</li> <li>Tracking risks, issues, and remediation activities</li> <li>Maintaining evidence and documentation</li> <li>Reporting status and exposure to leadership</li> </ul><p>Most of this work relies on information and action from other teams. GRC teams rarely own the systems or processes they assess. </p><h2 class="wp-block-heading">How GRC Work Evolves as Programs Grow</h2><p>As GRC programs expand, audit activity, framework coverage, risk management, and regulatory tracking increasingly operate in parallel. Multiple audits may be active at the same time. New frameworks are introduced while existing ones remain in scope. Regulatory updates continue to arrive across jurisdictions and domains and require ongoing review and interpretation.</p><p>Risk registers expand as systems, vendors, and business units are added. Controls, risks, and regulatory obligations are tracked across multiple teams and systems. Inputs come from security, IT, legal, procurement, and business functions on an ongoing basis.</p><p>The core responsibilities of the GRC team remain consistent. The scale and distribution of work increase, and coordination and decision ownership span a broader surface area. Regulatory tracking becomes part of routine operations, informing how risks are assessed, controls are maintained, and priorities are set as scope grows.</p><h2 class="wp-block-heading">GRC Operating Models in Practice</h2><p>Organizations implement GRC using different operating models depending on size, regulatory exposure, and internal maturity. These models determine where GRC responsibility sits and how execution is coordinated across teams.</p><p>While implementation details vary, most GRC programs follow one of the operating models below, or a combination as they evolve.</p><figure class="wp-block-table"> <table class="has-fixed-layout"> <tbody> <tr> <td><strong>Operating Model</strong></td> <td><strong>Description</strong></td> <td><strong>Common Contexts</strong></td> </tr> <tr> <td>Centralized</td> <td>A single GRC team owns frameworks, risk management, and audit coordination</td> <td>Early-stage organizations, highly regulated environments</td> </tr> <tr> <td>Federated</td> <td>Central GRC defines standards, while execution sits with business units or regions</td> <td>Large enterprises, multi-entity organizations</td> </tr> <tr> <td>Embedded</td> <td>GRC responsibilities are embedded within security, IT, or business teams</td> <td>Engineering-led or product-centric organizations</td> </tr> <tr> <td>Hybrid</td> <td>Central oversight with embedded execution roles</td> <td>Organizations transitioning as the scope increases</td> </tr> </tbody> </table> </figure><h2 class="wp-block-heading">Core Roles Within a GRC Team</h2><p>There is no single standard structure for a GRC team. In smaller organizations, responsibilities may be combined. In larger environments, GRC roles and responsibilities are often separated. Effective teams ensure the following functions are clearly covered.</p><h3 class="wp-block-heading">GRC Program Owner</h3><p>The GRC program owner is accountable for the program as a whole. This role defines scope, sets priorities, and determines how requirements are implemented across the organization.</p><p>The program owner serves as the primary decision point when tradeoffs arise between compliance expectations and operational constraints. This role also ensures alignment between GRC activities and organizational risk tolerance.</p><p>In practice, the program owner typically reports into security, risk, or legal leadership and has regular access to senior decision-makers.</p><h3 class="wp-block-heading">Risk Management Owner</h3><p>Risk management requires ongoing attention and consistency.</p><p>This role maintains the organization’s risk methodology, facilitates risk identification, and ensures risks are reviewed and updated as conditions change. The focus is on relevance and prioritization rather than exhaustive documentation.</p><p>Effective risk management connects risks to business decisions and operational realities. Risks are assessed in context, taking into account dependencies across systems, teams, and third parties.</p><h3 class="wp-block-heading">Compliance and Framework Management</h3><p>Organizations often operate under multiple frameworks and regulatory regimes. Managing overlap and alignment becomes increasingly important as scope grows.</p><p>This function is responsible for interpreting requirements, maintaining framework mappings, and ensuring controls are designed to satisfy multiple obligations where possible. Consistent control language and structure reduce duplication and rework.</p><p>Strong framework management supports smoother audits and more predictable outcomes.</p><h3 class="wp-block-heading">Controls and Evidence Management</h3><p>Controls and evidence require continuous maintenance.</p><p>This role ensures that controls are documented clearly, ownership is defined, and evidence expectations are consistent. Evidence is aligned with actual processes and systems rather than collected ad hoc for audits.</p><p>Teams that maintain ongoing readiness reduce audit-related disruption and improve confidence in reporting.</p><h3 class="wp-block-heading">Cross-Functional Coordination</h3><p>GRC teams depend on cooperation across the organization.</p><p>Effective teams establish clear points of contact, defined responsibilities, and predictable workflows with other functions. Coordination is formalized through operating models rather than relying on personal relationships.</p><p>As organizations change, this structure helps preserve continuity and accountability.</p><h2 class="wp-block-heading">Decision Ownership in GRC Programs</h2><p>Effective GRC teams operate with clear boundaries around decision ownership. Some decisions sit within the GRC function, while others require collaboration with functional owners or executive leadership.</p><p>Clarifying these boundaries supports consistency and reduces delays as programs scale.</p><figure class="wp-block-table"> <table class="has-fixed-layout"> <tbody> <tr> <td><strong>Decision Area</strong></td> <td><strong>Typical Owner</strong></td> </tr> <tr> <td>Framework selection</td> <td>GRC Program Owner</td> </tr> <tr> <td>Control design</td> <td>GRC with system owners</td> </tr> <tr> <td>Risk acceptance</td> <td>Business or executive leadership</td> </tr> <tr> <td>Remediation prioritization</td> <td>GRC with functional owners</td> </tr> <tr> <td>Audit responses</td> <td>GRC</td> </tr> </tbody> </table> </figure><h2 class="wp-block-heading">Skills That Support Effective GRC Execution</h2><p>While job titles vary, successful GRC teams share a common set of skills.</p><h3 class="wp-block-heading">Requirement Interpretation and Judgment</h3><p>Frameworks and regulations define outcomes, not implementations.</p><p>GRC professionals must interpret intent and apply requirements proportionally. This includes understanding where flexibility exists, where additional rigor is necessary, and how to justify decisions to auditors and leadership.</p><p>Judgment plays a central role as environments become more complex.</p><h3 class="wp-block-heading">Systems Awareness</h3><p>GRC operates across interconnected systems and processes.</p><p>Teams that understand how changes in one area affect risk and compliance elsewhere are better equipped to maintain stability over time. This awareness supports more resilient control design and reduces unexpected gaps.</p><h3 class="wp-block-heading">Communication and Stakeholder Engagement</h3><p>GRC teams communicate regularly with technical teams, executives, auditors, and external stakeholders.</p><p>Clear, precise communication reduces friction and improves efficiency. Effective teams explain requirements without unnecessary complexity and surface issues without overstating impact.</p><h3 class="wp-block-heading">Organizational Discipline</h3><p>GRC programs generate large volumes of documentation, evidence, and status information.</p><p>Teams that maintain consistency in naming, versioning, and ownership operate more efficiently and reduce rework. Organizational discipline supports both internal clarity and external confidence.</p><h2 class="wp-block-heading">Structural Patterns in GRC Teams</h2><p>GRC programs operate in environments that change continuously. Regulatory requirements evolve, new frameworks are introduced, systems are replaced, vendors are added, and business models shift. These changes rarely occur in isolation and often overlap.</p><p>Because of this, GRC work does not follow a stable or linear workflow. Fixed workflows that assume a predictable sequence of steps tend to break down as the scope increases or conditions change.</p><p>Structural patterns offer a more durable approach. Rather than prescribing how work must flow in every scenario, they define how responsibility, ownership, and decision-making are distributed across the organization. This allows teams to absorb change without redesigning the program each time requirements shift.</p><p>Effective GRC teams rely on these patterns to maintain consistency while remaining adaptable. The sections below outline structural approaches that support sustained execution as programs mature.</p><h3 class="wp-block-heading">Central Oversight With Distributed Execution</h3><p>GRC teams own frameworks, methodologies, and reporting. Execution sits with the teams that own the underlying systems and processes.</p><p>This model aligns accountability with ownership and scales more effectively than centralized execution.</p><h3 class="wp-block-heading">Stable Control Models</h3><p>Effective teams define a core set of controls that can be reused across frameworks and audits.</p><p>Controls evolve deliberately as requirements change, rather than being redefined for each new request. Stability improves consistency and reduces workload over time.</p><h3 class="wp-block-heading">Clear Escalation and Decision Paths</h3><p>GRC teams require a defined path to leadership.</p><p>Whether through an executive sponsor, risk committee, or security leadership, effective teams can escalate issues and obtain decisions efficiently. Clear escalation paths prevent delays and support timely risk management.</p><h3 class="wp-block-heading">Change Management as Part of the Operating Model</h3><p>GRC programs evolve continuously as regulations change, systems are replaced, and business models shift.</p><p>Teams that incorporate change management into their operating model are more resilient than those that treat GRC as a series of time-bound initiatives. Adjusting ownership, workflows, and expectations is as important as updating controls.</p><h3 class="wp-block-heading">Tooling That Supports Visibility and Consistency</h3><p>As the scope increases, manual tracking becomes a constraint.</p><p>Effective teams use <a href="https://www.centraleyes.com/grc/grc-platform-features-unleashing-the-power-of-comprehensive-capabilities/">platforms</a> that centralize controls, risks, evidence, and reporting. The goal is visibility and consistency across the program, not complexity.</p><p>Tools should reduce coordination overhead and support ongoing maintenance.</p><h2 class="wp-block-heading">Tooling and Structural Alignment</h2><p>Centraleyes is designed to operate within this type of mature GRC structure. It allows teams to maintain a single, reusable control set across multiple frameworks, incorporate regulatory updates into ongoing risk and control management, and preserve distributed ownership across <a href="https://www.centraleyes.com/the-ultimate-cyber-grc-guide/">security</a>, IT, legal, and business teams. This enables audit activity, risk review, and regulatory tracking to run in parallel while maintaining clarity around accountability and decision ownership as the scope expands.</p><div data-elementor-type="section" data-elementor-id="5910" class="elementor elementor-5910" data-elementor-post-type="elementor_library"> <section class="elementor-section elementor-top-section elementor-element elementor-element-82f58d8 elementor-section-full_width jedv-enabled--yes elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-mobile elementor-section-height-default elementor-section-height-default" data-id="82f58d8" data-element_type="section" data-settings='{"background_background":"classic","jet_parallax_layout_list":[{"jet_parallax_layout_image":{"url":"","id":"","size":""},"_id":"bb30990","jet_parallax_layout_image_laptop":{"url":"","id":"","size":""},"jet_parallax_layout_image_tablet":{"url":"","id":"","size":""},"jet_parallax_layout_image_mobile":{"url":"","id":"","size":""},"jet_parallax_layout_speed":{"unit":"%","size":50,"sizes":[]},"jet_parallax_layout_type":"scroll","jet_parallax_layout_direction":"1","jet_parallax_layout_fx_direction":null,"jet_parallax_layout_z_index":"","jet_parallax_layout_bg_x":50,"jet_parallax_layout_bg_x_laptop":"","jet_parallax_layout_bg_x_tablet":"","jet_parallax_layout_bg_x_mobile":"","jet_parallax_layout_bg_y":50,"jet_parallax_layout_bg_y_laptop":"","jet_parallax_layout_bg_y_tablet":"","jet_parallax_layout_bg_y_mobile":"","jet_parallax_layout_bg_size":"auto","jet_parallax_layout_bg_size_laptop":"","jet_parallax_layout_bg_size_tablet":"","jet_parallax_layout_bg_size_mobile":"","jet_parallax_layout_animation_prop":"transform","jet_parallax_layout_on":["desktop","tablet"]}]}'> 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<div class="elementor-container elementor-column-gap-default"> <div class="elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-942a7e4 ot-flex-column-vertical" data-id="942a7e4" data-element_type="column"> <div class="elementor-widget-wrap elementor-element-populated"> <div class="elementor-element elementor-element-aeed7e5 elementor-widget-divider--view-line elementor-widget elementor-widget-divider" data-id="aeed7e5" data-element_type="widget" data-widget_type="divider.default"> <div class="elementor-widget-container"> <div class="elementor-divider"> <span class="elementor-divider-separator"><br> </span> </div> </div> </div> <div class="elementor-element elementor-element-0ae3f81 jedv-enabled--yes elementor-widget elementor-widget-shortcode" data-id="0ae3f81" data-element_type="widget" data-widget_type="shortcode.default"> <div class="elementor-widget-container"> <div class="elementor-shortcode"> <div class="ifsoEvent"><span style="font-weight: 400;"><strong>Learn more about </strong><span style="color: #eb008c;"><strong>GRC Team<br></strong></span> </span> <button id="versionA" class="btn-ab" onclick="window.location.href = 'https://resources.centraleyes.com/request-a-demo';"><span style="padding: 8px;">Click Here</span><img decoding="async" src="https://www.centraleyes.com/wp-content/uploads/2021/05/ArrowButton-icon.svg" height="46px"></button></div> </div></div> </div> <div class="elementor-element elementor-element-9d43a88 elementor-widget-divider--view-line elementor-widget elementor-widget-divider" data-id="9d43a88" data-element_type="widget" data-widget_type="divider.default"> <div class="elementor-widget-container"> <div class="elementor-divider"> <span class="elementor-divider-separator"><br> </span> </div> </div> </div> </div> </div> </div> </section></div><h2 class="wp-block-heading">Indicators of GRC Program Maturity</h2><p>GRC maturity reflects how reliably a program operates as scope, volume, and regulatory surface area increase. Mature programs do not rely on special effort or temporary fixes to stay functional. They operate through established ownership, consistent models, and repeatable coordination across teams.</p><p>At this stage, audits, framework coverage, <a href="https://www.centraleyes.com/grc-checklist-risk-management/">risk management</a>, and regulatory tracking run continuously and in parallel. New requirements are absorbed into existing structures. Risk, compliance, and governance team activities remain aligned without needing to be redesigned each time scope expands.</p><p>The indicators below describe conditions commonly present once a GRC program reaches this level of maturity.</p><h3 class="wp-block-heading">Operational Indicators of GRC Maturity</h3><figure class="wp-block-table"> <table class="has-fixed-layout"> <tbody> <tr> <td><strong>Area</strong></td> <td><strong>Indicator</strong></td> </tr> <tr> <td>Audit activity</td> <td>Multiple audits and assessments run concurrently without disrupting ongoing operations</td> </tr> <tr> <td>Framework management</td> <td>New frameworks are added using an existing control model rather than creating new ones</td> </tr> <tr> <td>Regulatory tracking</td> <td>Regulatory updates are reviewed continuously and integrated into risk and control maintenance</td> </tr> <tr> <td>Risk management</td> <td>Risk registers are reviewed on a defined cadence with stable ownership</td> </tr> <tr> <td>Control model</td> <td>A single, reusable control set supports multiple frameworks and assessments</td> </tr> <tr> <td>Evidence handling</td> <td>Evidence requirements are consistent and aligned to how systems operate in practice</td> </tr> <tr> <td>Decision ownership</td> <td>Clear ownership exists for framework interpretation, risk acceptance, and remediation</td> </tr> <tr> <td>Escalation</td> <td>Issues follow established escalation paths to leadership when required</td> </tr> <tr> <td>Cross-functional input</td> <td>Security, IT, legal, procurement, and business teams contribute through defined roles</td> </tr> <tr> <td>Program continuity</td> <td>GRC operations remain stable as scope, entities, and regulatory obligations expand</td> </tr> </tbody> </table> </figure><h2 class="wp-block-heading">Shared Characteristics of Effective GRC Teams</h2><p>Across industries and maturity levels, effective GRC teams tend to share the following characteristics:</p><ul class="wp-block-list"> <li>Clear ownership and accountability</li> <li>Consistent risk and control models</li> <li>Formalized coordination across functions</li> <li>Predictable, repeatable processes</li> <li>Tooling that supports scale and visibility</li> </ul><h2 class="wp-block-heading">Frequently Asked Questions</h2><h3 class="wp-block-heading">How large should a GRC team be?</h3><p>GRC team size varies based on regulatory exposure, organizational complexity, and risk profile. Some organizations operate with a small central team supported by cross-functional contributors, while others require specialized roles as the scope expands. Coverage of responsibilities is more important than headcount.</p><h3 class="wp-block-heading">Where does the GRC team typically sit within the organization?</h3><p>GRC teams commonly report into security, risk, legal, or audit functions. Effective placement provides access to decision-makers and clear escalation paths. Reporting structure should support visibility and timely decision-making rather than isolate the function.</p><h3 class="wp-block-heading">How do GRC teams work across multiple frameworks at the same time?</h3><p>Most organizations manage multiple frameworks through a shared control model. Controls are mapped once and reused across frameworks where requirements overlap. This approach supports consistency, reduces duplication, and simplifies audit preparation.</p><h3 class="wp-block-heading">How should GRC teams interact with engineering and IT teams?</h3><p>GRC teams coordinate with engineering and IT through defined ownership models and predictable workflows. Controls and evidence expectations are aligned with how systems operate in practice. Formal coordination reduces friction as systems and responsibilities change.</p><h3 class="wp-block-heading">Can GRC teams operate without dedicated GRC platforms?</h3><p>Some organizations rely on manual tracking at early stages. As the scope increases, manual approaches often limit visibility and consistency. Platforms support centralized tracking of controls, risks, evidence, and reporting when paired with a clear structure.</p><h3 class="wp-block-heading">How do GRC teams support leadership decision-making?</h3><p>GRC teams provide structured visibility into risk exposure, compliance status, and emerging issues. Clear prioritization and escalation allow leadership to make informed decisions without relying on raw documentation.</p><div data-elementor-type="section" data-elementor-id="5910" class="elementor elementor-5910" data-elementor-post-type="elementor_library"> <section class="elementor-section elementor-top-section elementor-element elementor-element-82f58d8 elementor-section-full_width jedv-enabled--yes elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-mobile elementor-section-height-default elementor-section-height-default" data-id="82f58d8" data-element_type="section" 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400;"><strong>Learn more about </strong><span style="color: #eb008c;"><strong>GRC Team<br></strong></span> </span> <button id="versionA" class="btn-ab" onclick="window.location.href = 'https://resources.centraleyes.com/request-a-demo';"><span style="padding: 8px;">Click Here</span><img decoding="async" src="https://www.centraleyes.com/wp-content/uploads/2021/05/ArrowButton-icon.svg" height="46px"></button></div> </div></div> </div> <div class="elementor-element elementor-element-9d43a88 elementor-widget-divider--view-line elementor-widget elementor-widget-divider" data-id="9d43a88" data-element_type="widget" data-widget_type="divider.default"> <div class="elementor-widget-container"> <div class="elementor-divider"> <span class="elementor-divider-separator"><br> </span> </div> </div> </div> </div> </div> </div> </section></div><p>The post <a href="https://www.centraleyes.com/successful-grc-team-roles-skills-structure/">What Makes a Successful GRC Team? 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Read the original post at: <a href="https://www.centraleyes.com/successful-grc-team-roles-skills-structure/">https://www.centraleyes.com/successful-grc-team-roles-skills-structure/</a> </p>

Best of 2025: New Akira Ransomware Decryptor Leans on Nvidia GPU Power

  • Jeffrey Burt
  • Published date: 2025-12-25 00:00:00

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<p>A security researcher has given victims of the prolific Akira ransomware hope that they can recover their encrypted data without having to pay a ransom.</p><p>Yohanes Nugroho, a software programmer from Indonesia who writes the Tinyhack blog, said he found a way to brute-force the malware’s encryption using Nvidia GPUs that already has already proven successful with one of the ransomware’s victims.</p><p>In a <a href="https://tinyhack.com/2025/03/13/decrypting-encrypted-files-from-akira-ransomware-linux-esxi-variant-2024-using-a-bunch-of-gpus/" target="_blank" rel="noopener">highly detailed blog post</a>, Nugroho runs through the three-week process of developing the decryptor, noting that his initial thought after a first look at the challenge was, “This should be easy – just brute-force it by looking at the file timestamps. How hard can it be?”</p><p>“It turned out to be more complicated than expected,” he added.</p><p>Such a decryptor is critical given the rising number of attacks by threat groups using the Akira ransomware-as-a-service (RaaS) and the massive amounts of ransom demanded. The ransomware emerged in early 2023 and, within four months, had claimed more than <a href="https://securityboulevard.com/2023/07/akira-ransomware-racks-up-at-least-63-victims-in-4-months/" target="_blank" rel="noopener">five dozen victims</a>. By the middle of last year, the <a href="https://securityboulevard.com/2024/04/akira-ransomware-group-takes-in-42-million-from-250-attacks-in-a-year/" target="_blank" rel="noopener">number of victims had grown to more than 250</a> and generated more than $42 million in ransom payments, <a href="https://www.cisa.gov/sites/default/files/2024-04/aa24-109a-stopransomware-akira-ransomware_2.pdf" target="_blank" rel="noopener">according to CISA and the FBI</a>.</p><p>It was also evolving quickly, initially coming out with a variant that targeted Windows systems but then developing a Linux variant targeting VMware ESXi virtual machines.</p><p><a href="https://decoded.avast.io/threatresearch/decrypted-akira-ransomware/" target="_blank" rel="noopener">Avast in 2023 created a decryptor</a> that addressed the Windows-focused variant that included a flaw the cybersecurity firm exploited, but it only worked on Windows systems and after it was published, the attackers updated their encryption to protect the malware against it.</p><h3>A Complex Puzzle to Solve</h3><p>Nugroho wrote that a friend brought the case of a company that had been attacked by the Linux-focused variant of Akira, and a first look showed that the ransomware uses the current time in nanoseconds as a seed, which made it possible to attack using brute-force methods. On his Linux machine, file modification times have nanosecond resolution. He was given a screenshot of a partial log that showed when the ransomware was executed, with millisecond resolution.</p><p>However, there were complicating factors. The variant he was dealing with has been active since late 2023, noting that the case he was looking at was from a company that was breached this year.</p><h3>Encryption Methods a Challenge</h3><p>The variant Nugroho addressed uses KCipher-2 and ChaCha8 encryption methods uses four distinct timestamps rather than one, and each of the four uses nanosecond resolution, with the first two and last two being related, making it impossible to brute force the time one by one. Each file ends up with a unique key, and key generation is complex, involving 1,500 rounds of SHA-256 encryption for each timestamp.</p><p>In addition, the malware uses multiple threads during execution, encrypting multiple files at the same time.</p><p>Adding to the challenge was that the VMware VMFS filesystem records only file modification times with precision in seconds and not all ESXi hosts have millisecond resolution in their log files. Some also have second-level precision.</p><p>He did catch a break: the malware’s code is written in C++, which he wrote is difficult to read. However, in this case, it wasn’t obfuscated.</p><h3>The Power of GPUs</h3><p>To break the encryption, Nugroho turned to GPUs. That work included leveraging ChatGPT to find ways to port the code to CUDA, Nvidia’s parallel computing platform for its GPUs. After some manual effort by the programmer, the code began to work. After that, the task was finding the right chips to use.</p><p>He initially used a Nvidia GeForce RTX 306090 GPU, but found it too slow, at best generating 60 million encryption tests a second. He upgraded RTX 3090, bumping up performance to about 1.5 billion encryptions per second, which meant testing 2 million offsets would require about 16 days on a single GPU or one day using 16 chips.</p><p>A jump to the RTX 4090 had the best results. The GPU is 60% more expensive than the RTX 3090, but faster, running 2 million offsets in seven days and – with 16 of the GPUs – dropping that to just more than 10 hours.</p><p>Nugroho suggested running the workloads in the cloud, pointing to RunPod or Vast AI as cost-effective options. He noted that performance likely can be improved by GPU experts who can optimize the code, adding that it’s probable that the Akira bad actors – as they did after Avast launched it decryptor – will eventually upgrade its code to close weaknesses that made his decryptor effective.</p><p>All told, he spent about $1,200 to develop the decryptor, which had made <a href="https://github.com/yohanes/akira-bruteforce" target="_blank" rel="noopener">available on GitHub</a>.</p><div class="spu-placeholder" style="display:none"></div><div class="addtoany_share_save_container addtoany_content addtoany_content_bottom"><div class="a2a_kit a2a_kit_size_20 addtoany_list" data-a2a-url="https://securityboulevard.com/2025/12/new-akira-ransomware-decryptor-leans-on-nvidia-gpu-power-2/" data-a2a-title="Best of 2025: New Akira Ransomware Decryptor Leans on Nvidia GPU Power"><a class="a2a_button_twitter" href="https://www.addtoany.com/add_to/twitter?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fnew-akira-ransomware-decryptor-leans-on-nvidia-gpu-power-2%2F&amp;linkname=Best%20of%202025%3A%20New%20Akira%20Ransomware%20Decryptor%20Leans%20on%20Nvidia%20GPU%20Power" title="Twitter" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_linkedin" href="https://www.addtoany.com/add_to/linkedin?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fnew-akira-ransomware-decryptor-leans-on-nvidia-gpu-power-2%2F&amp;linkname=Best%20of%202025%3A%20New%20Akira%20Ransomware%20Decryptor%20Leans%20on%20Nvidia%20GPU%20Power" title="LinkedIn" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_facebook" href="https://www.addtoany.com/add_to/facebook?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fnew-akira-ransomware-decryptor-leans-on-nvidia-gpu-power-2%2F&amp;linkname=Best%20of%202025%3A%20New%20Akira%20Ransomware%20Decryptor%20Leans%20on%20Nvidia%20GPU%20Power" title="Facebook" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_reddit" href="https://www.addtoany.com/add_to/reddit?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fnew-akira-ransomware-decryptor-leans-on-nvidia-gpu-power-2%2F&amp;linkname=Best%20of%202025%3A%20New%20Akira%20Ransomware%20Decryptor%20Leans%20on%20Nvidia%20GPU%20Power" title="Reddit" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_email" href="https://www.addtoany.com/add_to/email?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fnew-akira-ransomware-decryptor-leans-on-nvidia-gpu-power-2%2F&amp;linkname=Best%20of%202025%3A%20New%20Akira%20Ransomware%20Decryptor%20Leans%20on%20Nvidia%20GPU%20Power" title="Email" rel="nofollow noopener" target="_blank"></a><a class="a2a_dd addtoany_share_save addtoany_share" href="https://www.addtoany.com/share"></a></div></div>

Infosecurity.US Wishes For Your Merry Christmas And Happy New Year

  • None
  • Published date: 2025-12-25 00:00:00

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<figure class=" sqs-block-image-figure intrinsic "> <p> <img data-stretch="false" data-image="https://images.squarespace-cdn.com/content/v1/5355d604e4b03c3e9896e131/3d75559b-87e2-444a-bb5e-a78d5fa45991/Merry+little+christmas+and+a+happy+new+year.webp" data-image-dimensions="1024x768" data-image-focal-point="0.5,0.5" alt="" data-load="false" elementtiming="system-image-block" src="https://images.squarespace-cdn.com/content/v1/5355d604e4b03c3e9896e131/3d75559b-87e2-444a-bb5e-a78d5fa45991/Merry+little+christmas+and+a+happy+new+year.webp?format=1000w" width="1024" height="768" sizes="auto, (max-width: 640px) 100vw, (max-width: 767px) 100vw, 100vw" onload='this.classList.add("loaded")' srcset="https://images.squarespace-cdn.com/content/v1/5355d604e4b03c3e9896e131/3d75559b-87e2-444a-bb5e-a78d5fa45991/Merry+little+christmas+and+a+happy+new+year.webp?format=100w 100w, https://images.squarespace-cdn.com/content/v1/5355d604e4b03c3e9896e131/3d75559b-87e2-444a-bb5e-a78d5fa45991/Merry+little+christmas+and+a+happy+new+year.webp?format=300w 300w, https://images.squarespace-cdn.com/content/v1/5355d604e4b03c3e9896e131/3d75559b-87e2-444a-bb5e-a78d5fa45991/Merry+little+christmas+and+a+happy+new+year.webp?format=500w 500w, https://images.squarespace-cdn.com/content/v1/5355d604e4b03c3e9896e131/3d75559b-87e2-444a-bb5e-a78d5fa45991/Merry+little+christmas+and+a+happy+new+year.webp?format=750w 750w, https://images.squarespace-cdn.com/content/v1/5355d604e4b03c3e9896e131/3d75559b-87e2-444a-bb5e-a78d5fa45991/Merry+little+christmas+and+a+happy+new+year.webp?format=1000w 1000w, https://images.squarespace-cdn.com/content/v1/5355d604e4b03c3e9896e131/3d75559b-87e2-444a-bb5e-a78d5fa45991/Merry+little+christmas+and+a+happy+new+year.webp?format=1500w 1500w, https://images.squarespace-cdn.com/content/v1/5355d604e4b03c3e9896e131/3d75559b-87e2-444a-bb5e-a78d5fa45991/Merry+little+christmas+and+a+happy+new+year.webp?format=2500w 2500w" loading="lazy" decoding="async" data-loader="sqs"></p> </figure><p><a href="https://www.infosecurity.us/blog/infosecurityus-wishes-for-your-merry-christmas-and-happy-new-year">Permalink</a></p><p> </p><div class="spu-placeholder" style="display:none"></div><div class="addtoany_share_save_container addtoany_content addtoany_content_bottom"><div class="a2a_kit a2a_kit_size_20 addtoany_list" data-a2a-url="https://securityboulevard.com/2025/12/infosecurity-us-wishes-for-your-merry-christmas-and-happy-new-year/" data-a2a-title="Infosecurity.US Wishes For Your Merry Christmas And Happy New Year"><a class="a2a_button_twitter" href="https://www.addtoany.com/add_to/twitter?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Finfosecurity-us-wishes-for-your-merry-christmas-and-happy-new-year%2F&amp;linkname=Infosecurity.US%20Wishes%20For%20Your%20Merry%20Christmas%20And%20Happy%20New%20Year" title="Twitter" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_linkedin" href="https://www.addtoany.com/add_to/linkedin?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Finfosecurity-us-wishes-for-your-merry-christmas-and-happy-new-year%2F&amp;linkname=Infosecurity.US%20Wishes%20For%20Your%20Merry%20Christmas%20And%20Happy%20New%20Year" title="LinkedIn" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_facebook" href="https://www.addtoany.com/add_to/facebook?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Finfosecurity-us-wishes-for-your-merry-christmas-and-happy-new-year%2F&amp;linkname=Infosecurity.US%20Wishes%20For%20Your%20Merry%20Christmas%20And%20Happy%20New%20Year" title="Facebook" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_reddit" href="https://www.addtoany.com/add_to/reddit?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Finfosecurity-us-wishes-for-your-merry-christmas-and-happy-new-year%2F&amp;linkname=Infosecurity.US%20Wishes%20For%20Your%20Merry%20Christmas%20And%20Happy%20New%20Year" title="Reddit" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_email" href="https://www.addtoany.com/add_to/email?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Finfosecurity-us-wishes-for-your-merry-christmas-and-happy-new-year%2F&amp;linkname=Infosecurity.US%20Wishes%20For%20Your%20Merry%20Christmas%20And%20Happy%20New%20Year" title="Email" rel="nofollow noopener" target="_blank"></a><a class="a2a_dd addtoany_share_save addtoany_share" href="https://www.addtoany.com/share"></a></div></div><p class="syndicated-attribution">*** This is a Security Bloggers Network syndicated blog from <a href="https://www.infosecurity.us/">Infosecurity.US</a> authored by <a href="https://securityboulevard.com/author/0/" title="Read other posts by Marc Handelman">Marc Handelman</a>. Read the original post at: <a href="https://www.infosecurity.us/blog/2023/12/25/merry-little-christmas">https://www.infosecurity.us/blog/2023/12/25/merry-little-christmas</a> </p>

The Complete Developer’s Guide to Essential Hackathon Software: 10 Categories That Separate Winners from Participants

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  • Published date: 2025-12-25 00:00:00

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<p>Building a winning hackathon project in 36-48 hours requires more than just coding skills—it demands the right toolkit. After analyzing over 50 major hackathons from 2024-2025, including Tree Hacks, Developer Week, Microsoft AI Classroom Hackathon, and API World, we've identified the 10 software categories that consistently appear in winning submissions and sponsor prize packages.</p><p>Whether you're a first-time hacker or a seasoned competitor, this guide will help you select the right tools, avoid common pitfalls, and maximize your chances of building something impressive before the deadline hits.</p><h2><strong>Why Your Software Stack Matters More Than Ever</strong></h2><p>The hackathon landscape has evolved dramatically. What worked in 2020 won't cut it today. Modern hackathons judge projects not just on novelty but on execution quality, scalability potential, and production-readiness. Judges expect live demos with public URLs, functioning authentication, real data persistence, and polished interfaces—all built in a weekend.</p><p>The solution? Leverage tools that eliminate undifferentiated heavy lifting. Every hour spent configuring OAuth or debugging database connections is an hour not spent building your core innovation. Smart hackers know that the best code is code you don't have to write.</p><h2><strong>1. Authentication &amp; Identity Management: Don't Build Auth from Scratch</strong></h2><p><strong>The Reality Check:</strong> Building secure authentication from scratch takes 10-15 hours minimum. You need to handle password hashing, session management, OAuth provider integrations, email verification, password reset flows, and security best practices. That's half your hackathon gone before you've built a single feature.</p><p><strong>Why This Matters:</strong> Security vulnerabilities in authentication are the fastest way to lose credibility with technical judges. Meanwhile, forcing users to create yet another password reduces demo conversions by 25-35%. Modern judges expect seamless, secure login experiences. For B2B projects targeting enterprise customers, judges additionally expect Single Sign-On (SSO) integration with corporate identity providers like Okta, Azure AD, and Google Workspace.</p><h3><strong>The Solution:</strong></h3><p>Authentication platforms eliminate this entire burden. MojoAuth specializes in passwordless authentication that takes 15 minutes to implement and provides enterprise-grade security out of the box. With magic links, biometrics, social login, and OTPs, you can offer multiple authentication methods without writing authentication logic.</p><p>Here's what makes passwordless authentication the perfect hackathon choice: implementation time is measured in minutes, not hours. You eliminate the most common security vulnerabilities judges look for. User experience is frictionless—no password fatigue, no account lockouts, no "forgot password" flows breaking your demo. The technology itself demonstrates forward-thinking architecture, which resonates with judges evaluating innovation.</p><h3><strong>Alternative Options:</strong></h3><p>Auth0 remains the most common hackathon sponsor and offers comprehensive identity management with social login, MFA, and enterprise features. The learning curve is steeper than passwordless solutions, but the free tier is generous. Firebase Authentication provides quick Google ecosystem integration and works seamlessly with other Firebase services, making it ideal if you're already using Firestore or Cloud Functions. Clerk focuses on beautiful pre-built UI components and excellent developer experience, particularly popular for React applications. Supabase Authentication offers an open-source option with GitHub and Google OAuth, tightly integrated with the Supabase database platform.</p><h3><strong>B2B &amp; Enterprise Authentication Options:</strong></h3><p>If your hackathon project targets business customers or enterprise use cases, you need specialized authentication capabilities beyond consumer login flows. B2B applications require Single Sign-On (SSO), directory synchronization, SCIM provisioning, multi-tenancy, and organizational management—features that consumer-focused authentication platforms don't prioritize.</p><p>WorkOS specializes in enterprise authentication features that large companies demand. Enterprise SSO supports SAML, <a href="https://mojoauth.com/glossary/oauth-2.0/">OAuth 2.0</a>, and OpenID Connect with providers like Okta, Azure AD, Google Workspace, and OneLogin. Directory Sync automatically provisions and de-provisions users from corporate directories. The Developer-first API design makes implementation straightforward, and generous free tiers accommodate hackathon experimentation. If you're building a B2B SaaS prototype that needs to "sell to enterprises," WorkOS provides the authentication infrastructure that procurement teams expect.</p><p>SSOJet offers lightweight enterprise SSO specifically designed for B2B SaaS applications. The platform focuses on simplicity and speed—exactly what hackathons demand. Pre-built UI components for SSO login, support for major identity providers, and straightforward pricing make SSOJet attractive for teams building B2B prototypes. Implementation takes minutes rather than hours, and the platform handles the complexity of SAML configuration that typically requires deep expertise.</p><p>Frontegg provides a complete user management platform for B2B applications, combining authentication with admin portals, user management, and security features. If your hackathon project needs both end-user authentication and administrative interfaces for customer success teams, Frontegg bundles these capabilities. The platform includes SSO, MFA, user impersonation, audit logs, and webhook support—comprehensive features for enterprise-ready prototypes.</p><p>Stytch offers both consumer and B2B authentication with a modern developer experience. For B2B use cases, Stytch provides Organizations (multi-tenancy), SAML SSO, <a href="https://mojoauth.com/glossary/system-for-cross-domain-identity-management/">SCIM provisioning</a>, and Member management. The unified API handles both consumer magic links and enterprise SSO, making Stytch suitable for mixed authentication scenarios.</p><h3><strong>Choosing Between Consumer vs. B2B Authentication:</strong></h3><p>Select consumer-focused authentication (MojoAuth, Auth0, Clerk, Firebase) when building products for individual users where user experience and conversion optimization matter most. These platforms prioritize passwordless flows, social login, and frictionless onboarding that maximize signup rates.</p><p>Choose B2B authentication platforms (WorkOS, SSOJet, Frontegg, Stytch B2B) when targeting business customers, especially if your pitch includes "selling to enterprises" or "B2B SaaS." Enterprise buyers expect <a href="https://mojoauth.com/products/enterprise-sso/">SSO integration</a> with their existing identity providers, and demonstrating this capability during judging significantly strengthens credibility for B2B-focused projects.</p><p>For hackathon efficiency, consider your target customer and choose accordingly—implementing both consumer and enterprise authentication in 36 hours spreads resources too thin. Focus on one authentication paradigm that aligns with your value proposition.</p><p><strong>Typical Hackathon Prizes:</strong> Free premium plans, API credits ($250-$1,000), wireless headphones, cash prizes for "Best Security Implementation" or "Best Enterprise Solution."</p><p><strong>Pro Tip:</strong> Implement authentication first, before building other features. This ensures your demo won't break if users need to log in, and you can showcase personalization features throughout your presentation.</p><h2><strong>2. Cloud Infrastructure &amp; Deployment: Make Your Project Accessible</strong></h2><p><strong>The Problem:</strong> "It works on my laptop" doesn't win hackathons. Judges need public URLs. Team members need to collaborate on live environments. Demonstrations need to survive conference Wi-Fi.</p><p><strong>Why This Category Exploded:</strong> The rise of Jamstack architecture and serverless computing revolutionized hackathon deployment. What once required DevOps expertise now happens with a Git push. Every major hackathon now expects live, deployed projects with shareable URLs.</p><h3><strong>Leading Platforms:</strong></h3><p>Vercel dominates the Next.js and React ecosystem, offering instant preview deployments for every pull request. When you push code, Vercel automatically builds and deploys to a unique URL, enabling seamless team collaboration. Edge functions run globally with minimal latency, and the zero-configuration setup means you spend zero time on infrastructure. Vercel sponsored challenges consistently offer $500-$1,500 in credits plus cash prizes, making it financially attractive beyond its technical merits.</p><p>Netlify excels at static sites and Jamstack applications with built-in CI/CD that triggers on every Git commit. The platform includes form handling without backend code, split testing for A/B experiments, and generous free tier limits that easily accommodate hackathon projects. Netlify's drag-and-drop deployment option provides a fallback if Git integration becomes problematic.</p><p>Railway has become the go-to for hackathon projects requiring databases and backend services. Unlike Vercel's frontend focus, Railway supports Docker containers, PostgreSQL, Redis, and full-stack applications in one platform. The usage-based pricing remains reasonable for hackathon-scale traffic, and provisioning a complete stack takes under five minutes.</p><p>AWS (Amplify, Lambda, EC2) offers enterprise-grade infrastructure with unmatched scalability. While the learning curve is steeper, AWS sponsors frequently provide $500-$1,500 in credits. If your project targets enterprise use cases or requires specific AWS services, the investment in learning pays dividends.</p><h3><strong>Deployment Strategy:</strong></h3><p>Deploy early, deploy often. Get your first deployment working within the first 4 hours of the hackathon. This establishes your CI/CD pipeline and flushes out configuration issues when you have time to fix them. Use preview deployments for feature branches so team members can review changes before merging. Configure custom domains if sponsors provide them—"<a href="https://myproject.vercel.app/">myproject.vercel.app</a>" looks more polished than random subdomains.</p><p><strong>Typical Prizes:</strong> Cloud credits ($500-$1,500), Amazon Echo devices, DevNetwork conference passes, cash prizes for deployment excellence.</p><h2><strong>3. Databases: Persistence Without the Pain</strong></h2><p><strong>The Challenge:</strong> Every project needs to store data. Traditional database setup—installing PostgreSQL, configuring connections, writing migrations, securing credentials—consumes hours. Cloud databases eliminate this friction entirely.</p><p><strong>The Evolution:</strong> Modern hackathons have shifted from "bring your own database" to "use sponsor cloud platforms." This change reflects industry trends toward managed services and enables more sophisticated applications within tight timeframes.</p><h3><strong>Top Database Options:</strong></h3><p>MongoDB Atlas stands as the most prolific hackathon database sponsor, appearing in 70% of events we researched. The free tier includes 512 MB storage (sufficient for most hackathon projects), and student credits typically provide $50 additional capacity. MongoDB's document model suits rapid prototyping—no rigid schemas mean you can evolve your data structure as requirements change. The generous free tier from MongoDB University includes crash courses that teach you enough MongoDB to be productive within an hour.</p><p>Supabase combines PostgreSQL with real-time subscriptions, authentication, and storage in a unified platform. The open-source architecture and instant API generation make it incredibly fast to get started. If you need relational data with TypeScript support and real-time features, Supabase represents the modern PostgreSQL experience.</p><p>Firebase Firestore provides real-time synchronization across clients, making it perfect for collaborative applications. The Google ecosystem integration, offline support, and NoSQL flexibility enable rapid development. However, query limitations can frustrate developers accustomed to SQL.</p><p>Vector databases like Pinecone, Weaviate, and Qdrant have exploded in hackathon relevance due to the AI/RAG application boom. If your project involves embeddings, semantic search, or retrieval-augmented generation, vector databases are non-negotiable. Many sponsors now provide dedicated API credits for vector database challenges.</p><h3><strong>Database Selection Framework:</strong></h3><p>Choose MongoDB Atlas for flexibility, generous free tier, and fastest time-to-productivity. Select Supabase for relational data, real-time features, and tight TypeScript integration. Pick Firebase for real-time collaboration, offline support, and Google ecosystem advantages. Use vector databases for AI applications, semantic search, and embedding-based retrieval.</p><p><strong>Typical Prizes:</strong> Database credits, M5GO IoT Starter Kits, wireless headphones, cash ($750-$1,250 per challenge).</p><p><strong>Critical Mistake to Avoid:</strong> Don't spend hours designing the perfect database schema. Start with a simple structure and iterate. Hackathons reward working prototypes, not theoretical perfection.</p><h2><strong>4. AI/ML &amp; LLM APIs: The Category That Dominates 2024-2025</strong></h2><p><strong>The Shift:</strong> 2024-2025 represents the "Year of AI Agents" in hackathons. Approximately 65% of winning projects now incorporate AI in some capacity. Hackathons that historically focused on web development now include mandatory AI categories with the largest prize pools.</p><p><strong>Why This Matters:</strong> AI transforms ordinary projects into compelling demonstrations. A task manager becomes an intelligent assistant. A recipe app becomes a personalized meal planner with computer vision. A customer service tool becomes an autonomous agent. Judges reward creative AI applications that solve real problems.</p><h3><strong>Essential AI Platforms:</strong></h3><p>OpenAI (GPT-4, GPT-4o, DALL-E, Whisper) provides the industry-standard LLM API with the most robust documentation and community support. Most hackathons offering AI categories provide OpenAI API credits ($15-$50 per participant). The models excel at general reasoning, code generation, and creative tasks. Recent hackathons have featured GPT-OSS, OpenAI's open-weight reasoning models designed for fine-tuning and local deployment.</p><p>Anthropic Claude offers advanced reasoning capabilities with extended context windows (up to 200K tokens) that enable entire codebases or documents as input. API credits are increasingly common as Anthropic sponsors more hackathons. Claude excels at analysis, summarization, and tasks requiring nuanced understanding.</p><p>Hugging Face democratizes AI access with thousands of open-source models, free inference APIs, and model hosting infrastructure. Standard hackathon participation includes $25 API credits, making it accessible for teams on limited budgets. The platform supports everything from text generation to computer vision, speech recognition, and beyond.</p><p>Google Gemini brings multimodal AI with native image, video, and audio understanding. Gemini-specific challenges appear frequently in Google-sponsored events and offer substantial prizes for innovative multimodal applications.</p><p>LangChain and LlamaIndex provide RAG (Retrieval-Augmented Generation) frameworks that connect LLMs to external data sources. These frameworks enable chatbots that answer questions about your documents, agents that interact with APIs, and applications that combine reasoning with real-time information.</p><h3><strong>AI Implementation Strategy:</strong></h3><p>Don't treat AI as magic—use it purposefully. The best hackathon AI projects solve specific problems where AI provides clear advantages. Avoid generic ChatGPT wrappers that add no unique value. Instead, combine AI with domain expertise, proprietary data, or novel interaction patterns.</p><p>Start with a simple prompt and iterate based on results. Most hackathon teams waste time prompt engineering when a simpler approach would suffice. Use structured outputs (JSON mode) for reliability when AI results feed into other systems. Implement fallbacks for API failures—judges hate demos that break because of rate limits.</p><p><strong>Typical Prizes:</strong> API credits ($15-$50 per participant standard, up to $1,000 for winners), cash prizes ($1,000-$5,000), GPU credits, mentorship from AI companies.</p><p><strong>Emerging Trend:</strong> Fine-tuning challenges are appearing more frequently, where teams customize open-weight models for specific domains. This requires more ML expertise but offers differentiation opportunities.</p><h2><strong>5. APIs &amp; Communication Services: The Polish That Impresses Judges</strong></h2><p><strong>The Difference:</strong> Communication features transform demos from prototypes into products. SMS notifications, email confirmations, video calls, and WhatsApp integration demonstrate production-readiness and attention to user experience.</p><p><strong>Strategic Value:</strong> Communication APIs typically require minimal implementation time (15-30 minutes) but create disproportionate impact during demonstrations. A project that texts you updates feels more real than one that doesn't.</p><h3><strong>Key Platforms:</strong></h3><p>Twilio dominates hackathon API sponsorships with SMS, WhatsApp, Voice, and Video capabilities. The API design is developer-friendly, documentation is excellent, and free trial credits support significant experimentation. Twilio challenges commonly offer $500-$1,000 in API credits plus cash prizes for best implementations.</p><p>Vonage (formerly Nexmo) specializes in video communication APIs and messaging services. Recent hackathons have featured $1,000 Vonage credit prizes plus Amazon gift cards. The Video API enables face-to-face communication features with minimal backend complexity.</p><p>SendGrid and Mailgun provide transactional email capabilities for confirmations, notifications, and password resets. Email verification adds legitimacy to authentication flows and enables user engagement features. Both platforms offer generous free tiers suitable for hackathon projects.</p><p>Stream delivers pre-built chat and activity feed components that integrate in minutes. For social applications, collaborative tools, or messaging features, Stream eliminates the need to build real-time infrastructure from scratch.</p><h3><strong>Implementation Priority:</strong></h3><p>Add communication features after core functionality works but before polishing UI. This timing ensures you have something to demonstrate while maximizing the impact of communication touches during judging.</p><p><strong>Typical Prizes:</strong> API credits ($250-$1,000), Amazon gift cards, cash prizes ($500-$1,500), wireless headphones.</p><p><strong>Judge Psychology:</strong> Communication features signal production-readiness. Judges interpret SMS notifications or email confirmations as evidence the team understands real user needs beyond the hackathon demo.</p><h2><strong>6. Design &amp; Prototyping Tools: Visual Quality Matters</strong></h2><p><strong>The Reality:</strong> Design-focused hackathons have grown 300% since 2020. Traditional code-centric events now include design tracks with substantial prizes. UI/UX quality increasingly differentiates winning submissions from functional ones.</p><p><strong>The Statistics:</strong> Hack@Brown increased designer participation to 20% of attendees through deliberate design track promotion. Facebook's designer recruitment goals exceed 800 annually, with hackathons serving as key talent pipelines. The Figma Makeathon 2025 offers $100,000 in prizes, including a $50,000 grand prize—competitive with major coding hackathons.</p><h3><strong>Essential Design Platforms:</strong></h3><p>Figma dominates modern design workflows with collaborative features that enable real-time team editing. Cloud-based architecture means no installation barriers, and the component system accelerates iteration. Many hackathons provide free Figma Professional plans during events, unlocking advanced prototyping and version history. The Figma API enables interesting integration challenges, and community resources provide UI kits tailored to hackathon rapid prototyping.</p><p>Canva serves non-designers with templates for pitch decks, social media graphics, and marketing materials. While not suitable for interactive prototypes, Canva accelerates the creation of polished presentation materials that complement technical demonstrations.</p><p>Excalidraw and Whimsical specialize in wireframing and flow diagrams with sketch-style aesthetics. These tools excel at early-stage ideation and architecture diagrams that communicate project structure to judges.</p><h3><strong>Design Integration Strategy:</strong></h3><p>Allocate 15-20% of total hackathon time to design, not as an afterthought. Establish visual direction (colors, typography, spacing) in the first 4 hours and create reusable components. Use design systems like Tailwind CSS or shadcn/ui to maintain consistency without design expertise. Prioritize mobile responsiveness—many judges test projects on phones, and mobile-friendly design signals professional quality.</p><p><strong>Typical Prizes:</strong> Figma Professional plans, design kits, cash ($5,000-$50,000 for design-focused hackathons), featured showcases on sponsor websites.</p><p><strong>Accessibility Note:</strong> Designing for accessibility (color contrast, keyboard navigation, screen reader support) increasingly influences judging criteria, particularly in healthcare and education-focused hackathons.</p><h2><strong>7. Frontend Frameworks &amp; Component Libraries: Build Fast, Build Beautiful</strong></h2><p><strong>The Framework Landscape:</strong> React continues dominating hackathon submissions (estimated 70%+ market share), but alternatives are gaining traction for specific use cases. Framework selection impacts development velocity, team collaboration, and sponsor prize eligibility.</p><h3><strong>Optimal Choices:</strong></h3><p>Next.js (React framework) represents the safe, powerful choice for most hackathon projects. Server-side rendering, file-based routing, API routes, image optimization, and edge functions come configured by default. Vercel's tight Next.js integration creates the smoothest deployment experience. Next.js challenges frequently offer dedicated prizes, making framework selection a strategic decision beyond technical merits.</p><p>Vue.js and Nuxt provide lightweight alternatives with gentler learning curves for frontend-focused teams. The composition API and single-file components accelerate development for developers familiar with the ecosystem.</p><p>SvelteKit delivers minimal boilerplate and reactive state management with less code than React alternatives. Performance is exceptional, making Svelte attractive for projects where speed demonstrates competitive advantage.</p><h3><strong>Component Libraries That Save Hours:</strong></h3><p>Tailwind CSS revolutionized hackathon development with utility-first styling that eliminates custom CSS. Rapid prototyping becomes trivial when you style components inline without context switching. The Tailwind ecosystem includes UI kits and templates specifically designed for rapid development.</p><p>shadcn/ui provides copy-paste React components built on Radix UI primitives with Tailwind styling. Unlike traditional component libraries, shadcn components live in your codebase, enabling full customization without fighting library constraints.</p><p>Bootstrap and Material UI offer comprehensive component systems for developers who prefer opinionated designs. While less trendy than Tailwind approaches, these libraries remain viable for teams prioritizing speed over visual uniqueness.</p><h3><strong>Framework Strategy:</strong></h3><p>Use what your team knows unless a specific sponsor challenge incentivizes alternatives. Learning new frameworks during hackathons rarely succeeds—productivity plummets and frustration rises. If exploring new technology, designate one team member as the expert who handles framework-specific challenges while others focus on features.</p><h3><strong>Emerging Technologies:</strong></h3><p>Bun (modern JavaScript runtime) appeared as a 2024 hackathon sponsor with prizes for innovative ecosystem contributions. While not production-ready for all use cases, Bun's speed advantages suit hackathon demonstrations where fast startup times impress judges.</p><p><strong>Typical Prizes:</strong> Cash for "Best Use of Framework" ($500-$1,500), sponsor swag, featured project showcases.</p><h2><strong>8. Developer Tools &amp; CI/CD: Infrastructure That Prevents Disasters</strong></h2><p><strong>The Unsexy Category:</strong> Developer tools don't win prizes alone, but they prevent the catastrophic failures that eliminate otherwise strong projects. Git conflicts at 3 AM, broken builds before demos, and untested code that crashes during judging—all preventable with proper tooling.</p><h3><strong>Essential Foundation:</strong></h3><p>GitHub provides version control that enables team collaboration without overwriting each other's work. GitHub Actions automate testing and deployment, catching bugs before they reach production. GitHub Pages hosts static sites for free, offering a deployment fallback if primary platforms fail.</p><p>Docker containers ensure consistent environments across team laptops. "It works on my machine" becomes irrelevant when everyone develops in identical containerized environments. Docker also facilitates deployment to platforms like Railway and Render.</p><p>Postman accelerates API testing with intuitive interfaces for endpoint verification. Mock servers enable frontend development before backend completion, and collections document API usage for team reference.</p><h3><strong>Testing Strategy:</strong></h3><p>Write critical path tests only—comprehensive test coverage is unrealistic in 36 hours. Focus on authentication flows, data persistence, and core user journeys. Automated testing catches breaking changes when multiple team members merge code simultaneously.</p><p><strong>Typical Prizes:</strong> GitHub swag, code quality reports, DevOps platform credits.</p><p><strong>Critical Point:</strong> Set up CI/CD in the first 6 hours, not when deadlines approach. Early automation prevents last-minute disasters and enables parallel work without constant merge conflict resolution.</p><h2><strong>9. Project Management &amp; Collaboration: Coordinate Chaos</strong></h2><p><strong>The Challenge:</strong> Hackathons simulate startup velocity chaos. Distributed teams work asynchronously across time zones. Requirements change mid-development. Communication breaks down under time pressure.</p><h3><strong>The Solution:</strong></h3><p>Notion serves as all-in-one workspace combining documentation, task management, databases, and wikis. Create a team dashboard with project goals, technical architecture, task assignments, and useful links. Notion's flexibility accommodates evolving project structures without forcing rigid processes.</p><p>Slack or Discord enable real-time communication with channels for different workstreams (frontend, backend, design, documentation). Persistent chat history provides context for team members who join conversations later.</p><p>Miro and FigJam support virtual whiteboarding for brainstorming, architecture diagrams, and user flow mapping. Visual collaboration tools help distributed teams align on vision when verbal communication proves insufficient.</p><h3><strong>Coordination Strategy:</strong></h3><p>Conduct 15-minute standups every 6-8 hours to sync progress, identify blockers, and adjust priorities. Document architectural decisions in Notion so future-you understands past-you's rationale. Use task tracking (Linear, Asana, Jira) only if your team already has workflows—learning new project management systems during hackathons wastes time.</p><p><strong>Typical Prizes:</strong> Premium team plans, productivity tool subscriptions.</p><p><strong>Team Size Sweet Spot:</strong> Teams of 3-4 balance capability with coordination overhead. Larger teams require more communication bandwidth, while solo developers sacrifice brainstorming and workload distribution.</p><h2><strong>10. Monitoring, Analytics &amp; Observability: Demonstrate Production-Readiness</strong></h2><p><strong>The Strategic Advantage:</strong> Monitoring tools transform projects from demos into professional products. Judges ask about scalability, error handling, and production considerations. Teams that answer with concrete metrics differentiate themselves from competitors showing only happy path functionality.</p><p><strong>Why Judges Care:</strong> Real products need observability. Demonstrating error tracking, performance monitoring, and usage analytics signals that you understand software beyond hackathon timelines. These additions require minimal implementation time but create disproportionate credibility during technical judging.</p><h3><strong>Leading Platforms:</strong></h3><p>Datadog provides infrastructure monitoring and application performance management with generous free trials. Integrate Datadog early to collect metrics throughout development, then showcase graphs during demonstrations.</p><p>Sentry captures errors in production with stack traces, user context, and frequency analytics. When your demo inevitably encounters edge cases during judging, Sentry's error tracking proves you handle failures gracefully.</p><p>Google Analytics tracks user behavior with minimal configuration. For consumer-facing applications, demonstrating that you measure engagement shows product thinking beyond feature implementation.</p><p>Mixpanel and Amplitude enable product analytics focused on user journeys and retention. These tools suit projects where demonstrating usage patterns strengthens value propositions.</p><h3><strong>Implementation Strategy:</strong></h3><p>Add monitoring after core features work but before demo preparation. Configure error tracking first (catches bugs during final testing), then add performance monitoring, and finally integrate analytics. Resist the temptation to over-instrument—judges value relevant metrics, not dashboard complexity.</p><p><strong>Typical Prizes:</strong> Enterprise platform credits, monitoring service access.</p><p><strong>Demo Tip:</strong> Prepare a monitoring dashboard showing real usage data collected during development. Point to metrics during presentations to demonstrate production-readiness and data-driven decision making.</p><h2><strong>Putting It All Together: A Winning Hackathon Stack</strong></h2><p>Based on analyzing 50+ major hackathons, here's a battle-tested stack that maximizes winning probability while minimizing configuration time:</p><h3><strong>For Consumer/B2C Applications:</strong></h3><p><strong>Authentication:</strong> MojoAuth passwordless for frictionless user experience and rapid implementation. <strong>Frontend:</strong> Next.js with Tailwind CSS and shadcn/ui components. <strong>Deployment:</strong> Vercel with preview deployments for every pull request. <strong>Database:</strong> MongoDB Atlas or Supabase depending on relational vs. document needs. <strong>AI Integration:</strong> OpenAI GPT-4 for reasoning, Hugging Face for specialized models. <strong>Communication:</strong> Twilio for SMS notifications to demonstrate production polish. <strong>Design:</strong> Figma for UI design, Canva for pitch deck. <strong>Collaboration:</strong> Notion for documentation, Discord for team communication. <strong>Version Control:</strong> GitHub with Actions for CI/CD automation. <strong>Monitoring:</strong> Sentry for error tracking to show professional error handling.</p><p>This stack enables a 4-person team to build and deploy a full-stack AI application with authentication, data persistence, real-time notifications, and professional monitoring in 36 hours.</p><h3><strong>For B2B/Enterprise Applications:</strong></h3><p>Replace MojoAuth with <strong>WorkOS or SSOJet</strong> for enterprise SSO capabilities that business buyers expect. Keep the rest of the stack identical—the combination of Next.js, Vercel, and MongoDB/Supabase works equally well for B2B applications. Add <strong>Stripe</strong> for billing if demonstrating SaaS business model, and emphasize <strong>multi-tenancy</strong> in your database design to show enterprise scalability understanding.</p><h2><strong>Strategic Considerations Beyond Tools</strong></h2><p><strong>Sponsor Challenge Targeting:</strong> Most hackathons offer 10-20 sponsor challenges with dedicated prizes. Calculate the expected value of targeting specific challenges (prize amount × estimated winning probability) against the implementation cost. Sometimes a $500 prize requiring 2 hours of integration offers better ROI than a $5,000 grand prize requiring perfect execution across all dimensions.</p><p><strong>Technology Risk Management:</strong> Introducing new technologies during hackathons amplifies risk. Each unfamiliar tool increases the probability of catastrophic failure near deadlines. Limit experimentation to one new technology per hackathon, and ensure at least one team member has prior experience.</p><p><strong>Demo-Driven Development:</strong> Judges evaluate what they see in 3-5 minute demonstrations, not your entire codebase. Optimize for demo impact rather than complete implementations. A polished 3-feature demo beats a buggy 10-feature prototype every time.</p><p><strong>The Hackathon Paradox:</strong> The tools that make hackathons easiest (managed services, no-code platforms, pre-built components) sometimes reduce technical impressiveness. Balance rapid development with sufficient technical depth to satisfy judges evaluating engineering quality.</p><h2><strong>Common Mistakes That Eliminate Strong Projects</strong></h2><p><strong>Starting Authentication Late:</strong> Teams that delay <a href="https://mojoauth.com/integrations/">authentication implementation</a> often scramble near deadlines when fatigue degrades decision-making. Implement authentication in hour 4, not hour 30.</p><p><strong>Overbuilding Infrastructure:</strong> Perfect is the enemy of good. Spending 8 hours configuring Kubernetes when Vercel deploys in 8 minutes wastes your competitive advantage.</p><p><strong>Ignoring Mobile Responsiveness:</strong> Approximately 30% of judges test projects on phones. Non-responsive designs immediately signal amateur quality regardless of feature sophistication.</p><p><strong>Neglecting Error Handling:</strong> Demos fail during judging. Projects without graceful error handling and fallbacks face embarrassing crashes during the only moments that matter.</p><p><strong>Optimizing Prematurely:</strong> Performance optimization before basic functionality works wastes time. Build features first, optimize second, and only if demonstration requires it.</p><h2><strong>The MojoAuth Advantage for Hackathon Success</strong></h2><p>Authentication represents the most common undifferentiated heavy lifting in hackathon projects. Every application needs secure user authentication, but building it from scratch consumes 10-15 hours of your limited timeframe.</p><p>For consumer-facing applications—which represent the majority of hackathon projects—MojoAuth eliminates this burden with passwordless authentication that implements in 15 minutes and provides enterprise-grade security out of the box. Magic links, biometric authentication, social login, and OTPs give your project multiple authentication options without writing authentication logic.</p><p>The benefits compound throughout the hackathon lifecycle. Implementation speed means you start building unique features while competitors configure OAuth. Security best practices come built-in rather than requiring expertise. User experience is frictionless—no password fatigue, no forgot-password flows breaking demos. The technology itself demonstrates forward-thinking architecture that resonates with judges evaluating innovation.</p><p>Teams using MojoAuth typically deploy authentication before the first standup, freeing the entire team to focus on differentiated features rather than reinventing authentication wheels.</p><p>For B2B-focused hackathon projects targeting enterprise customers, consider specialized B2B authentication platforms like WorkOS or <a href="https://www.ssojet.com/">SSOJet</a> that provide the SSO capabilities enterprise buyers expect. The choice depends on your target customer—consumer applications benefit most from passwordless authentication's conversion advantages, while enterprise applications require SSO integration with corporate identity providers.</p><h2><strong>Final Thoughts: Tools Enable Execution, Execution Wins Hackathons</strong></h2><p>The software categories outlined above represent competitive table stakes in modern hackathons. Every winning team uses authentication, deployment, database, and frontend tools efficiently. What separates winners from participants isn't tool selection alone—it's execution quality, problem-solving creativity, and demonstration polish.</p><p>Use this guide to build your personal hackathon toolkit. Experiment with tools during practice sessions, not when deadlines loom. Develop muscle memory for rapid prototyping so you implement features instinctively rather than consulting documentation constantly.</p><p>Most importantly, remember that tools amplify capability but don't replace it. The best hackathon software in the world won't save poorly defined problems, unclear value propositions, or broken team dynamics. Use tools to eliminate friction, then focus your energy on building something remarkable.</p><p>Ready to eliminate authentication friction in your next hackathon project? <a href="https://mojoauth.com/">Try MojoAuth free</a> and get back to building features that matter. With implementation taking 15 minutes instead of 15 hours, you'll have more time to focus on what makes your project unique.</p><h2><strong>About MojoAuth</strong></h2><p>MojoAuth is the leading passwordless authentication platform trusted by developers building modern applications. From hackathon MVPs to enterprise-scale production systems managing millions of users, MojoAuth delivers secure, frictionless authentication that eliminates password vulnerabilities and improves user experience. Learn more at <a href="https://mojoauth.com/"></a><a href="http://mojoauth.com/">mojoauth.com</a>.</p><div class="spu-placeholder" style="display:none"></div><div class="addtoany_share_save_container addtoany_content addtoany_content_bottom"><div class="a2a_kit a2a_kit_size_20 addtoany_list" data-a2a-url="https://securityboulevard.com/2025/12/the-complete-developers-guide-to-essential-hackathon-software-10-categories-that-separate-winners-from-participants/" data-a2a-title="The Complete Developer’s Guide to Essential Hackathon Software: 10 Categories That Separate Winners from Participants"><a class="a2a_button_twitter" href="https://www.addtoany.com/add_to/twitter?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fthe-complete-developers-guide-to-essential-hackathon-software-10-categories-that-separate-winners-from-participants%2F&amp;linkname=The%20Complete%20Developer%E2%80%99s%20Guide%20to%20Essential%20Hackathon%20Software%3A%2010%20Categories%20That%20Separate%20Winners%20from%20Participants" title="Twitter" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_linkedin" href="https://www.addtoany.com/add_to/linkedin?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fthe-complete-developers-guide-to-essential-hackathon-software-10-categories-that-separate-winners-from-participants%2F&amp;linkname=The%20Complete%20Developer%E2%80%99s%20Guide%20to%20Essential%20Hackathon%20Software%3A%2010%20Categories%20That%20Separate%20Winners%20from%20Participants" title="LinkedIn" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_facebook" href="https://www.addtoany.com/add_to/facebook?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fthe-complete-developers-guide-to-essential-hackathon-software-10-categories-that-separate-winners-from-participants%2F&amp;linkname=The%20Complete%20Developer%E2%80%99s%20Guide%20to%20Essential%20Hackathon%20Software%3A%2010%20Categories%20That%20Separate%20Winners%20from%20Participants" title="Facebook" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_reddit" href="https://www.addtoany.com/add_to/reddit?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fthe-complete-developers-guide-to-essential-hackathon-software-10-categories-that-separate-winners-from-participants%2F&amp;linkname=The%20Complete%20Developer%E2%80%99s%20Guide%20to%20Essential%20Hackathon%20Software%3A%2010%20Categories%20That%20Separate%20Winners%20from%20Participants" title="Reddit" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_email" href="https://www.addtoany.com/add_to/email?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fthe-complete-developers-guide-to-essential-hackathon-software-10-categories-that-separate-winners-from-participants%2F&amp;linkname=The%20Complete%20Developer%E2%80%99s%20Guide%20to%20Essential%20Hackathon%20Software%3A%2010%20Categories%20That%20Separate%20Winners%20from%20Participants" title="Email" rel="nofollow noopener" target="_blank"></a><a class="a2a_dd addtoany_share_save addtoany_share" href="https://www.addtoany.com/share"></a></div></div><p class="syndicated-attribution">*** This is a Security Bloggers Network syndicated blog from <a href="https://mojoauth.com/blog">MojoAuth - Advanced Authentication &amp;amp; Identity Solutions</a> authored by <a href="https://securityboulevard.com/author/0/" title="Read other posts by MojoAuth - Advanced Authentication &amp; Identity Solutions">MojoAuth - Advanced Authentication &amp; Identity Solutions</a>. Read the original post at: <a href="https://mojoauth.com/blog/hackathon-software-tools-complete-guide">https://mojoauth.com/blog/hackathon-software-tools-complete-guide</a> </p>

EFF’s ‘How to Fix the Internet’ Podcast: 2025 in Review

  • Josh Richman
  • Published date: 2025-12-24 16:45:42

2025 was a stellar year for EFF’s award-winning podcast, “How to Fix the Internet,” as our sixth season focused on the tools and technology of freedom.  It seems like everywhere we turn we see dystopian stories about technology’s impact on our lives and our…

2025 was a stellar year for EFFs award-winning podcast, How to Fix the Internet, as our sixth season focused on the tools and technology of freedom.  It seems like everywhere we turn we see dystopia… [+7782 chars]

intro and hi

  • Published date: 2025-12-24 07:58:40

intro and hi - posted in Introductions: Been an active fan of this site for a while but stayed for the news. The reporting is on point and am looking into focusing more on CyberSec news as a way to keep up on the changing landscape of the computer security pr…

Been an active fan of this site for a while but stayed for the news. The reporting is on point and am looking into focusing more on CyberSec news as a way to keep up on the changing landscape of the … [+198 chars]

American IT corporations pursue a policy of “digital enslavement” in Europe

  • People's Review
  • Published date: 2025-12-24 06:44:37

By Shanta Ghimire American tech giants (“Big Tech”), with a market capitalization of trillions of dollars, are gradually turning into […] The post American IT corporations pursue a policy of “digital enslavement” in Europe appeared first on Peoples' Review.

By Shanta Ghimire American tech giants (“Big Tech”), with a market capitalization of trillions of dollars, are gradually turning into “puppeteers” of global scale, capable of controlling digital infr… [+1967 chars]

Best of 2025: LDAPNightmare: SafeBreach Labs Publishes First Proof-of-Concept Exploit for CVE-2024-49112

  • None
  • Published date: 2025-12-24 00:00:00

None

<section class="wp-block-e25m-section bs-section bs-section-cbd34f7bdb05e2978ca52711176908d80ca48ac3 bs-section---default bs-section--blog-inner-banner"><div class="container"><div class="wp-block-e25m-row bs-row row bs-row---default"><div class=" bs-column col-sm-12 bs-column-36f30487f5bda5ec35c1fc7a3cfb047ab332daf1 bs-column---default "></div></div></div></section><section class="wp-block-e25m-section bs-section bs-section-dc04248318c48948210ac47c0ebc46ca7594dcd3 bs-section---default bs-section--press-inner-main-content bs-section--blog-inner-main-content"><div class="container"><div class="wp-block-e25m-row bs-row row bs-row---default"><div class=" bs-column col-sm-12 col-md-11 col-lg-10 bs-column-60bcc83ab680d15e56db87f8d61a192b7aff565b bs-column---default "><div class="wp-block-e25m-div bs-div bs-div-8f7b652294eecc31e6644f7ae1c79b189873b83d bs-div---default bs-div--body-large-font-size"><div class="bs-div__inner "><div class="post-author-wrapper"><div class="name-wrapper">SafeBreach Labs Researchers have developed a zero-click PoC exploit that crashes unpatched Windows Servers using the Windows Lightweight Directory Access Protocol (LDAP) remote code execution vulnerability.</div></div><p>Active Directory Domain Controllers (DCs) are considered to be one of the crown jewels in organizational computer networks. Vulnerabilities found in DCs are usually much more critical than those found in usual workstations. The ability to run code on a DC or to elevate users’ privileges through a DC heavily affects network security posture; this would provide adversaries the ability to take over the entirety of agents and servers under this domain.</p><p>On December 10, 2024, a remote code execution (RCE) vulnerability found by Yuki Chen (@guhe120) that affects any DC was published on the Microsoft Security Response Center (MSRC) website as part of the latest Patch Tuesday update. This vulnerability was assigned as CVE-2024-49112 and was given the CVSS severity score of 9.8 out of 10. However, a public exploit or  blogpost explaining the vulnerability or exploitation path was not published anywhere.</p><p>The SafeBreach Labs team regularly undertakes projects that we feel can help both our customers, who represent some of the largest brands in the world, and the security community at large.  Given the severity of this vulnerability’s consequences and the attention it has received from both since it was fixed, we decided as a team to prioritize it and are proud of the findings we have identified that will help enterprises address any potential exposures.</p><h2 class="wp-block-heading has-large-font-size"><strong>High-Level Summary</strong></h2><p>SafeBreach Labs developed a proof of concept exploit for CVE-2024-49112 that crashes any unpatched Windows Server (not just DCs) with no pre-requisites except that the DNS server of the victim DC has Internet connectivity.</p><div class="wp-block-image"><figure class="aligncenter size-large"><img fetchpriority="high" decoding="async" class="wp-image-149790" src="https://www.safebreach.com/wp-content/uploads/2025/01/LDAPNightmare-1024x346.jpg" sizes="(max-width: 1024px) 100vw, 1024px" srcset="https://www.safebreach.com/wp-content/uploads/2025/01/LDAPNightmare-1024x346.jpg 1024w, https://www.safebreach.com/wp-content/uploads/2025/01/LDAPNightmare-300x101.jpg 300w, https://www.safebreach.com/wp-content/uploads/2025/01/LDAPNightmare-768x259.jpg 768w, https://www.safebreach.com/wp-content/uploads/2025/01/LDAPNightmare-1536x518.jpg 1536w, https://www.safebreach.com/wp-content/uploads/2025/01/LDAPNightmare.jpg 1858w" alt="" width="1024" height="346"></figure></div><p>The attack flow:</p><ol class="wp-block-list"><li>The attacker sends a DCE/RPC request to the Victim Server Machine</li><li>The Victim is triggered to send a DNS SRV query about SafeBreachLabs.pro</li><li>The Attacker’s DNS server responds with the Attacker’s hostname machine and LDAP port</li><li>The Victim sends a broadcast NBNS request to find the IP address of the received hostname (of the Attacker’s)</li><li>The Attacker sends an NBNS response with its IP Address</li><li>The Victim becomes an LDAP client and sends a CLDAP request to the Attacker’s machine</li><li>The Attacker sends a CLDAP referral response packet with a specific value resulting in LSASS to crash and force a reboot of the Victim server</li></ol><div class="wp-block-image"><figure class="aligncenter size-full is-resized"><img decoding="async" class="wp-image-149793" style="width: 484px; height: auto;" src="https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-1.png" sizes="(max-width: 512px) 100vw, 512px" srcset="https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-1.png 512w, https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-1-300x190.png 300w" alt="" width="512" height="324"></figure></div><p>We believe our findings are significant for a number of reasons. First, we have shown the criticality of this vulnerability by proving that it can be used to crash multiple unpatched Windows servers.  According to Microsoft’s classification, this vulnerability can be further exploited to lead to remote code execution. Second, we did verify that Microsoft’s patch fixes the integer overflow vulnerability and the exploit is not capable of crashing patched servers. Finally,  we provided a public PoC that organizations can use to test and verify that their servers are protected. For more details, please see the GitHub repository noted at the end of this blog.</p><p>The vulnerability that the SafeBreach Labs PoC exploits affects technology that is in widespread use across enterprise networks, and this flaw could help attackers propagate more easily and effectively. SafeBreach helps large enterprises identify and address potential exposures, including vulnerabilities like CVE-2024-49112, and SafeBreach customers will soon have access to new capabilities to test their internal networks against this and other vulnerabilities. Keep an eye on<a href="https://www.safebreach.com/"> www.safebreach.com</a> for news to come.</p><h2 class="wp-block-heading has-large-font-size"><strong>Technical Deep Dive</strong></h2><p>Below, we will explain the exact technical details of how the SafeBreach Labs research team identified the exploitation path that triggers the vulnerability and crashes a DC (or any Windows Server), provide a step-by-step exploitation summary, and share a proof-of-concept (PoC) tool that executes these steps.</p><h3 class="wp-block-heading"><strong>CVE-2024-49112 </strong></h3><p>CVE-2024-49112 was titled as “Windows Lightweight Directory Access Protocol (LDAP) Remote Code Execution Vulnerability”. LDAP is the protocol that workstations and servers in Microsoft’s Active Directory use to access and maintain directory services information. The title of the vulnerability means that the vulnerability probably has something to do with LDAP-related code. On MSRC’s page for the CVE, Microsoft provided the following context:</p><p><em>“How could an attacker exploit this vulnerability?</em></p><p><em>A remote unauthenticated attacker who successfully exploited this vulnerability would gain the ability to </em><strong><em>execute arbitrary code within the context of the LDAP service</em></strong><em>. However successful exploitation is dependent upon what component is targeted.</em></p><p><strong><em>In the context of exploiting a domain controller for an LDAP server, to be successful an attacker must send specially crafted RPC calls to the target to trigger a lookup of the attacker’s domain to be performed in order to be successful.</em></strong></p><p><em>In the context of exploiting an LDAP client application, to be successful an attacker must convince or trick the victim into performing a domain controller lookup for the attacker’s domain or into connecting to a malicious LDAP server. However, unauthenticated RPC calls would not succeed.“</em></p><p>Based on this information—and assuming the accuracy of Microsoft’s documentation— we made the following assumptions:</p><ol class="wp-block-list"><li>The attacker does not need to authenticate</li><li>The vulnerability is an integer overflow type and is sourced in an executable or a Dynamic-Linked Library (DLL) that implements an LDAP client logic</li><li>There are RPC calls that we can leverage in order to affect a DC to query an LDAP server controlled by an attacker</li><li>In the context of a DC, the vulnerability probably lies in <em>lsass.exe</em> or in one of the DLLs that it loads, as <em>lsass.exe</em> implements the LDAP service on a DC</li><li>Thus, the RPC interface with the RPC call that has the vulnerable LDAP client code is located in lsass.exe or in one of the DLLs that it loads as well</li></ol><p>In addition, we also found an interesting insight by Artur Marzano (@MacmodSec) on X <a href="https://x.com/MacmodSec/status/1867450280956018819">that suggested</a> the potential location where Microsoft’s patch for the vulnerability was made, in wldap32.dll:</p><div class="wp-block-image"><figure class="aligncenter size-full"><img loading="lazy" decoding="async" class="wp-image-149794" src="https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-2.png" sizes="auto, (max-width: 618px) 100vw, 618px" srcset="https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-2.png 618w, https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-2-300x240.png 300w" alt="" width="618" height="494"></figure></div><p>This insight fits perfectly with the documentation in MSRC’s website, as wldap32.dll implements the logic of an LDAP client.</p><h3 class="wp-block-heading"><strong>Triggering a Remote LDAP Request</strong></h3><p>We started with proving the first step of exploitation against a DC—affecting it to query an LDAP server controlled by us. We needed to find an RPC call sourced in lsass.exe itself or in a DLL loaded into lsass.exe that imports functions from wldap32.dll. Using RpcView, we listed the available RPC interfaces loaded into lsass.exe:</p><div class="wp-block-image"><figure class="aligncenter size-large"><img loading="lazy" decoding="async" class="wp-image-149795" src="https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-3-1024x524.png" sizes="auto, (max-width: 1024px) 100vw, 1024px" srcset="https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-3-1024x524.png 1024w, https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-3-300x153.png 300w, https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-3-768x393.png 768w, https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-3.png 1066w" alt="" width="1024" height="524"></figure></div><p>Out of these RPC interfaces, we listed only the ones sourced in DLLs that are dependent on wldap32.dll and use its exported functions. We were looking for RPC interfaces that did not require authentication, as we assumed that the attacker does not need to authenticate. Two interesting interfaces we found that offered several interestingly named RPC calls that seemed related to LDAP queries and could possibly trigger one were located in lsasrv.dll and netlogon.dll:</p><div class="wp-block-image"><figure class="aligncenter size-full"><img loading="lazy" decoding="async" class="wp-image-149797" src="https://www.safebreach.com/wp-content/uploads/2025/01/image-5.png" sizes="auto, (max-width: 488px) 100vw, 488px" srcset="https://www.safebreach.com/wp-content/uploads/2025/01/image-5.png 488w, https://www.safebreach.com/wp-content/uploads/2025/01/image-5-300x251.png 300w" alt="" width="488" height="409"></figure></div><div class="wp-block-image"><figure class="aligncenter size-full"><img loading="lazy" decoding="async" class="wp-image-149798" src="https://www.safebreach.com/wp-content/uploads/2025/01/image-6.png" sizes="auto, (max-width: 464px) 100vw, 464px" srcset="https://www.safebreach.com/wp-content/uploads/2025/01/image-6.png 464w, https://www.safebreach.com/wp-content/uploads/2025/01/image-6-300x256.png 300w" alt="" width="464" height="396"></figure></div><p>Using IDA, we searched from the bottom up for RPC calls that actively use one of the functions imported from wldap32.dll. After a long search, we found DsrGetDcNameEx2. According to Microsoft’s documentation:</p><p>“The DsrGetDcNameEx2 method SHOULD return information about a domain controller (DC) in the specified domain and site. If the AccountName parameter is not NULL, and a DC matching the requested capabilities (as defined in the Flags parameter) responds during this method call, then that DC will have verified that the DC account database contains an account for the AccountName specified.</p><p>NET_API_STATUS DsrGetDcNameEx2(</p>[in, unique, string] LOGONSRV_HANDLE ComputerName,[in, unique, string] wchar_t* AccountName,[in] ULONG AllowableAccountControlBits,[in, unique, string] wchar_t* DomainName,[in, unique] GUID* DomainGuid,[in, unique, string] wchar_t* SiteName,[in] ULONG Flags,[out] PDOMAIN_CONTROLLER_INFOW* DomainControllerInfo<p>);</p><p>”</p><p>This function looked pretty promising. It actively retrieves a hostname of a domain controller, in addition to verifying that a specific account exists in it. Both the domain name and the account are specified by the caller. That means that if the function uses LDAP in order to fulfil its purpose, we have what we need.</p><p>Moving forward, we needed to understand each one of DsrGetDcNameEx2 ‘s arguments and the values that we would set for them:</p><ul class="wp-block-list"><li>ComputerName: The hostname of the target DC – This would be set to the victim’s hostname (further research revealed that this value does not matter at all for the function)</li><li>AccountName: The account name that will be searched in the queried attacker’s domain —it can be any name—we don’t care if it exists or not</li><li>AllowableAccountControlBits: Controls what will be queried about “AccountName” – can be 0 – we don’t really care about the queried account</li><li>DomainName: The domain that will be queried – we set this to <strong>the domain name of the attacker</strong></li><li>SiteName: The site in which the DC must be located – can be set to NULL</li><li>Flags – extra configuration for the call – we wanted the default behavior first, so we set it to 0</li><li>DomainControllerInfo – Output parameter, where the returned information will be placed</li></ul><p>For testing purposes, we installed two new DCs in the same subnet, and created two new root domains in each one of them. One was called SBRESEARCH.LAB and the other TESTDOMAIN.LAB. The goal was to run on the DC at SBRESEARCH.LAB (the attacker), and get the DC at TESTDOMAIN.LAB (the victim) to query the LDAP server on the DC at SBRESEARCH.LAB.</p><p>So running on the attacker DC, we called the DsrGetDcNameEx2 function on the victim DC. The arguments for the call were:</p><ul class="wp-block-list"><li>ComputerName – WIN-ELD41******</li><li>AccountName – blabla</li><li>AllowableAccountControlBits  – 0</li><li>DomainName – SBRESEARCH.LAB</li><li>SiteName – NULL</li><li>Flags – 0</li></ul><p>Unfortunately, this was not enough. Looking in Wireshark at the packets that were sent and received by the victim, we did not see any LDAP request initiated by the victim. However, Wireshark did show us something else very interesting. We saw that the victim sent a DNS query to its DNS server about a subdomain of SBRESEARCH.LAB. The DNS query was replied with an error code specifying that the DNS server did not find any record about that domain. Then it made perfect sense why the call failed. The only way for the victim DC to get a successful answer about this query is if the attacker DC was its DNS server. But we can’t just change a DNS server of a DC; that alone is likely to be considered a vulnerability:</p><div class="wp-block-image"><figure class="aligncenter size-large"><img loading="lazy" decoding="async" class="wp-image-149800" src="https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-6-1-1024x168.png" sizes="auto, (max-width: 1024px) 100vw, 1024px" srcset="https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-6-1-1024x168.png 1024w, https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-6-1-300x49.png 300w, https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-6-1-768x126.png 768w, https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-6-1.png 1360w" alt="" width="1024" height="168"></figure></div><p>The specific DNS query that was sent was of type SRV. DNS SRV queries specify a domain name, to which another domain name and a port are mapped in the response. The specific full domain name of the two queries sent by the victim DC were:</p><ul class="wp-block-list"><li>_ldap._tcp.Default-First-Site-Name._sites.dc._msdcs.SBRESEARCH.LAB</li><li>_ldap._tcp.dc._msdcs.SBRESEARCH.LAB</li></ul><p>Great! It looked like the victim DC really was looking for an LDAP server on our attacker domain. If we could just get this DNS query to be solved successfully, then the LDAP query by the victim would potentially happen. But if we couldn’t change the victim’s DNS server, what else could we do?</p><p>Do we have to control the victim’s DNS server in order to get the query to be solved successfully? The victim’s DNS server does not know SBRESEARCH.LAB, but it does know other domains. Not all the domain names that are known to the victim’s DNS server were manually configured on it. This DNS server knows “google.com” of course. What did Google do in order to be known by this DNS server? They bought a domain on the Internet, so this is exactly what we did as well.</p><p>We bought the domain “safebreachlabs.pro” to create two SRV records for:</p><ul class="wp-block-list"><li>_ldap._tcp.Default-First-Site-Name._sites.dc._msdcs.safebreachlabs.pro</li></ul><ul class="wp-block-list"><li>_ldap._tcp.dc._msdcs.safebreachlabs.pro</li></ul><p>These SRV records need to return a domain name (IP is not supported) and a port, which are likely to be contacted by the victim as the LDAP server. At first sight, it looks like this might mean that the victim will have to contact an LDAP server that has a public IP on the Internet, which is a requirement that we prefer not to have, as a firewall might block such communication. But, if we already have access to the DC’s subnet, we can maybe set the domain name that the SRV record returns to be the hostname of the computer that we control in the subnet. So, we mapped both SRV records to the hostname of the attacker DC, and port 389 (its LDAP server).</p><p>Following that, we ran another test. Running on the attacker DC, we again called the DsrGetDcNameEx2 function on the victim DC, but this time changed the DomainName parameter to be “safebreachlabs.pro” instead of “SBRESEARCH.LAB”, and it worked. The victim DC issued an LDAP query to our attacker DC.</p><div class="wp-block-image"><figure class="aligncenter size-full"><img loading="lazy" decoding="async" class="wp-image-149801" src="https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-7.png" sizes="auto, (max-width: 934px) 100vw, 934px" srcset="https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-7.png 934w, https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-7-300x33.png 300w, https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-7-768x86.png 768w" alt="" width="934" height="104"></figure></div><p>As you can see in the image above, the query is sent in Connectionless LDAP (CLDAP) and uses UDP instead of TCP. Using Windbg, we were able to verify that even though this request is being made in CLDAP, it is still performed by wldap32.dll.</p><h3 class="wp-block-heading"><strong>Sending a Malicious LDAP Response</strong></h3><p>Once we managed to get the victim DC to query our attacker LDAP server, we could move on to understand what needed to be in the response for that query. That is in order to get the victim to execute the assumed vulnerable function found by Artur Marzano – LdapChaseReferral.</p><p>Referrals allow an Active Directory tree to be partitioned between multiple LDAP servers.<br>When an LDAP server can’t answer a request, it can reply with referrals to other servers that may provide the answers for the query. Then, the client can “chase” these referrals and query the referred servers instead. It’s important to note that a client is not obligated to “chase” these referrals. However, in our case it does chase them.</p><p>In order for a server to indicate that it does not have the answer for the query and refer the client to different servers, it needs to reply with the “referral” LDAP result code (equals to 10). The response must also contain valid LDAP URLs (starts with “ldap://” or “ldaps://”).</p><div class="wp-block-image"><figure class="aligncenter size-full"><img loading="lazy" decoding="async" class="wp-image-149802" src="https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-8.png" sizes="auto, (max-width: 947px) 100vw, 947px" srcset="https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-8.png 947w, https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-8-300x72.png 300w, https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-8-768x183.png 768w" alt="" width="947" height="226"></figure></div><p>Going back to our exploitation scenario, in order to trigger the LdapChaseReferral function, we created our own custom LDAP UDP server that allowed us to send such a referral response packet.</p><p>Looking at the logic of the patch, Microsoft added a condition that verifies that a certain value is not bigger than another value. Based on the logs printed next to this logic, these compared values are named as “lm_referral” and “referral table size”. “lm_referral” is taken from an “ldap_message” struct (probably our response message) and “referral table size” is taken from an “ldap_connection” struct. The condition checks whether the “lm_referral” value is inside the range of the “referral table”. This range is the “referral table size”.</p><p>In the vulnerable version without the patch, this “lm_referral” value is indeed used to access a certain offset inside the referral table:</p><div class="wp-block-image"><figure class="aligncenter size-full"><img loading="lazy" decoding="async" class="wp-image-149803" src="https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-9.png" sizes="auto, (max-width: 412px) 100vw, 412px" srcset="https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-9.png 412w, https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-9-300x71.png 300w" alt="" width="412" height="97"></figure></div><p>In our tests with Windbg, we saw that the value in “lm_referral” is always equal to 0, while the pointer to the referral table is also equal to 0. However, the condition determining whether the code accesses the “referral table” only verifies whether the “lm_referral” value is not zero. That means that in order to trigger the vulnerability we must control the “lm_referral” variable and make it non-zero. If we succeed, then the code will dereference a pointer that we can control using lm_referral’s value.</p><p>Searching for where the “lm_referral” variable inside the “ldap_message” struct is populated, we looked for other occurrences in wldap32.dll where the offset of “lm_referral” inside the “ldap_message” struct is being used (+0x3C). This resulted in two functions: LdapInitialDecodeMessage and LdapChaseReferral:</p><div class="wp-block-image"><figure class="aligncenter size-full"><img loading="lazy" decoding="async" class="wp-image-149805" src="https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-10-1.png" sizes="auto, (max-width: 664px) 100vw, 664px" srcset="https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-10-1.png 664w, https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-10-1-300x31.png 300w" alt="" width="664" height="68"></figure></div><p>Then we identified the code that sets “lm_referral” in LdapInitialDecodeMessage:</p><div class="wp-block-image"><figure class="aligncenter size-full"><img loading="lazy" decoding="async" class="wp-image-149806" src="https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-11.png" sizes="auto, (max-width: 612px) 100vw, 612px" srcset="https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-11.png 612w, https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-11-300x31.png 300w" alt="" width="612" height="64"></figure></div><p>What we saw is that “msgid” and “lm_referral” are taken from the same part of the packet.<br>In the above screenshot, the “value_from_response_packet” must be a 4-byte DWORD in order to make “lm_referral” a non-zero WORD, due to the shift by 25.</p><p>In the default response packet that we sent using our custom UDP LDAP server, we can fully control the value of “value_from_response_packet” (seen in the above screenshot), and it is one byte long. What we learned is that this value is prefixed with its length.</p><p>Then we understood what we needed to do in order to set a non-zero value for “lm_referral”:</p><ul class="wp-block-list"><li>Change the byte that represents the length of “value_from_response_packet” (combination of “lm_referral” and “lm_msgid”) to 4 instead of 1.</li><li>Now “value_from_response_packet” is 4 bytes long, and we can set the most significant byte from it, which will affect “lm_referral”. Keep in mind that we can set this byte only to a value that can be divided equally by 2, or otherwise we affect the value of “lm_msgid”</li></ul><p>These two actions will point the flow of the code into the scope of the vulnerable code and create an access violation once the dereferencing happens:</p><div class="wp-block-image"><figure class="aligncenter size-full"><img loading="lazy" decoding="async" class="wp-image-149807" src="https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-12.png" sizes="auto, (max-width: 714px) 100vw, 714px" srcset="https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-12.png 714w, https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-12-300x50.png 300w" alt="" width="714" height="118"></figure></div><p>Since “ref_table” is equal to NULL, and “lm_referral” at this point is a non-zero value, the last line of code in the above image will trigger a dereference for a non-existent address.</p><div class="wp-block-image"><figure class="aligncenter size-large"><img loading="lazy" decoding="async" class="wp-image-149808" src="https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-13-1024x120.png" sizes="auto, (max-width: 1024px) 100vw, 1024px" srcset="https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-13-1024x120.png 1024w, https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-13-300x35.png 300w, https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-13-768x90.png 768w, https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-13-1536x180.png 1536w, https://www.safebreach.com/wp-content/uploads/2025/01/unnamed-13.png 1600w" alt="" width="1024" height="120"></figure></div><h2 class="wp-block-heading"><strong>Next Steps</strong></h2><p>Based on the initial research outlined here, we will continue working towards the implementation of a full RCE chain. In order to not crash, and continue the exploit, we are planning to find a way to assign a non-NULL value into the referral table, while setting a value for “lm_referral” that will affect the code to dereference an address outside of this table.</p><h2 class="wp-block-heading"><strong>Exploit PoC</strong></h2><p>We have created a <a href="https://github.com/SafeBreach-Labs/CVE-2024-49112">research repository</a> that includes a PoC of the LDAP Nightmare exploit that  organizations can use to test and verify that their servers are protected against this vulnerability.</p><h2 class="wp-block-heading">Affected Windows Servers</h2><p>While our research focused on the testing of a Windows Server 2022 (DC) and Windows server 2019 (non DC), we believe this exploit path and PoC are applicable for any Windows Server version until the patch point.</p><h2 class="wp-block-heading">Mitigation</h2><p>To mitigate the risk of this vulnerability, organizations should implement the patch released by Microsoft detailed <a href="https://msrc.microsoft.com/update-guide/vulnerability/CVE-2024-49112">here</a>. As noted above, SafeBreach Labs verified that the patch sufficiently prevents the exploitation and crashing of the tested servers. We believe patching this vulnerability is time critical, but also understand  that patching a DC and Windows Servers must be done carefully and with the proper caution.</p><p>As such, we suggest organizations implement detections to monitor suspicious CLDAP referral responses (with the specific malicious value set), suspicious DsrGetDcNameEx2 calls, and suspicious DNS SRV queries until a patch can be applied.</p><h2 class="wp-block-heading"><strong>Conclusion  </strong></h2><p>This research set out to explore whether  the LDAP CVE-2024-49112 vulnerability could be exploited. Our research proved that not only can it be exploited  against Domain Controllers, it also affects any unpatched Windows Server.<br>In addition, we provided an exploit PoC for testing purposes, noted in the section above.</p><div class="wp-block-cover alignfull is-light has-parallax" style="margin-top: 0; min-height: 225px; aspect-ratio: unset; padding: 48px;"><p> </p><div class="wp-block-cover__image-background wp-image-335 has-parallax" style="background-position: 50% 50%; background-image: url('https://pd.w.org/2021/12/12261b91fba359867.64939140.jpg');"></div><div class="wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow"><p class="has-medium-font-size"><strong>For more in-depth information about this research, please: </strong></p><ul class="wp-block-list"><li>Contact your customer success representative if you are a current SafeBreach customer</li><li><a href="https://www.safebreach.com/request-a-demo-original-attacks/">Schedule a one-on-one</a> discussion with a SafeBreach expert</li><li>Contact <a href="/cdn-cgi/l/email-protection#75191006191c10351e100606161a18185b161a18">Kesselring PR</a> for media inquiries</li></ul></div></div><h3 class="wp-block-heading"><strong>Credits</strong></h3><p>We would also like to give credit to the talented individuals below for their work:</p><ul class="wp-block-list"><li>Yuki Chen (@guhe120) – CVE-2024-49112</li><li>Artur Marzano (@MacmodSec)</li></ul><h3 class="wp-block-heading"><strong>About Our Researcher</strong>s</h3><ul class="wp-block-list"><li>Or Yair (<a href="https://x.com/oryair1999">@oryair1999</a>)</li><li>Shahak Morag (<a href="https://x.com/shahakmo?s=11&amp;t=MwLmi_bDKyUPik2jmnVyCw">@ShahakMo</a>)</li></ul></div></div></div></div></div></section><section class="wp-block-e25m-section bs-section bs-section-92f291c17c171722c4c489295cad896c03e51465 bs-section---default bs-section--home-resources bs-section--industry-healthcare-resources bs-section--blog-inner-post-block"><div 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"><script data-cfasync="false" src="/cdn-cgi/scripts/5c5dd728/cloudflare-static/email-decode.min.js"></script><script src="https://js.hsforms.net/forms/shell.js" type="text/javascript" charset="utf-8"></script><br><script> var embeddedFormId = '2921e7f4e22cdbd4170b201c6740a77c43fe4770'; var portalId = '43692056'; var formId = '1830aba9-31aa-4bb4-82cc-289210cdc9e9'; var responseType = 'redirect'; var responseMessage = 'Thank you!'; var redirectURL = ''; var downloadFileURL = ''; var linkOpenType = '_self'; var popupVideo = 'url';</p><p> var popupVideoURL = ''; var popupVideoUploadURL = ''; var enableCss = '1';</p><p> hbspt.forms.create({ portalId: portalId, formId: formId, inlineMessage: responseMessage, css: enableCss ? true : undefined, target: '#bs-embedded-forms-' + embeddedFormId + '__form', onFormSubmitted: function() { } });</script><div id="bs-embedded-forms-2921e7f4e22cdbd4170b201c6740a77c43fe4770__form" class="bs-embedded-forms bs-embedded-forms---default bs-embedded-forms-2921e7f4e22cdbd4170b201c6740a77c43fe4770"></div><p><!-- Incluing form response options --></p></div></div></div></div></div></section><p>The post <a href="https://www.safebreach.com/blog/ldapnightmare-safebreach-labs-publishes-first-proof-of-concept-exploit-for-cve-2024-49112/">LDAPNightmare: SafeBreach Labs Publishes First Proof-of-Concept Exploit for CVE-2024-49112</a> appeared first on <a href="https://www.safebreach.com/">SafeBreach</a>.</p><div class="spu-placeholder" style="display:none"></div><div class="addtoany_share_save_container addtoany_content addtoany_content_bottom"><div class="a2a_kit a2a_kit_size_20 addtoany_list" data-a2a-url="https://securityboulevard.com/2025/12/ldapnightmare-safebreach-labs-publishes-first-proof-of-concept-exploit-for-cve-2024-49112-2/" data-a2a-title="Best of 2025: LDAPNightmare: SafeBreach Labs Publishes First Proof-of-Concept Exploit for CVE-2024-49112"><a class="a2a_button_twitter" 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Randall Munroe’s XKCD ‘Satellite Imagery’

  • None
  • Published date: 2025-12-24 00:00:00

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<figure class=" sqs-block-image-figure intrinsic "> <p> <img data-stretch="false" data-image="https://images.squarespace-cdn.com/content/v1/5355d604e4b03c3e9896e131/66fcaff6-cb3b-4df3-9a90-04a5494eb688/satellite_imagery.png" data-image-dimensions="429x526" data-image-focal-point="0.5,0.5" alt="" data-load="false" elementtiming="system-image-block" src="https://images.squarespace-cdn.com/content/v1/5355d604e4b03c3e9896e131/66fcaff6-cb3b-4df3-9a90-04a5494eb688/satellite_imagery.png?format=1000w" width="429" height="526" sizes="auto, (max-width: 640px) 100vw, (max-width: 767px) 100vw, 100vw" onload='this.classList.add("loaded")' srcset="https://images.squarespace-cdn.com/content/v1/5355d604e4b03c3e9896e131/66fcaff6-cb3b-4df3-9a90-04a5494eb688/satellite_imagery.png?format=100w 100w, https://images.squarespace-cdn.com/content/v1/5355d604e4b03c3e9896e131/66fcaff6-cb3b-4df3-9a90-04a5494eb688/satellite_imagery.png?format=300w 300w, https://images.squarespace-cdn.com/content/v1/5355d604e4b03c3e9896e131/66fcaff6-cb3b-4df3-9a90-04a5494eb688/satellite_imagery.png?format=500w 500w, https://images.squarespace-cdn.com/content/v1/5355d604e4b03c3e9896e131/66fcaff6-cb3b-4df3-9a90-04a5494eb688/satellite_imagery.png?format=750w 750w, https://images.squarespace-cdn.com/content/v1/5355d604e4b03c3e9896e131/66fcaff6-cb3b-4df3-9a90-04a5494eb688/satellite_imagery.png?format=1000w 1000w, https://images.squarespace-cdn.com/content/v1/5355d604e4b03c3e9896e131/66fcaff6-cb3b-4df3-9a90-04a5494eb688/satellite_imagery.png?format=1500w 1500w, https://images.squarespace-cdn.com/content/v1/5355d604e4b03c3e9896e131/66fcaff6-cb3b-4df3-9a90-04a5494eb688/satellite_imagery.png?format=2500w 2500w" loading="lazy" decoding="async" data-loader="sqs"><figcaption class="image-caption-wrapper"> <p class="">via the cosmic humor &amp; dry-as-interstellar-space wit of Randall Munroe, creator of XKCD</p> </figcaption></p></figure><p><a href="https://www.infosecurity.us/blog/2025/12/24/randall-munroes-xkcd-satellite-imagery">Permalink</a></p><p> </p><div class="spu-placeholder" style="display:none"></div><div class="addtoany_share_save_container addtoany_content addtoany_content_bottom"><div class="a2a_kit a2a_kit_size_20 addtoany_list" data-a2a-url="https://securityboulevard.com/2025/12/randall-munroes-xkcd-satellite-imagery/" data-a2a-title="Randall Munroe’s XKCD ‘Satellite Imagery’"><a class="a2a_button_twitter" href="https://www.addtoany.com/add_to/twitter?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Frandall-munroes-xkcd-satellite-imagery%2F&amp;linkname=Randall%20Munroe%E2%80%99s%20XKCD%20%E2%80%98Satellite%20Imagery%E2%80%99" title="Twitter" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_linkedin" href="https://www.addtoany.com/add_to/linkedin?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Frandall-munroes-xkcd-satellite-imagery%2F&amp;linkname=Randall%20Munroe%E2%80%99s%20XKCD%20%E2%80%98Satellite%20Imagery%E2%80%99" title="LinkedIn" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_facebook" href="https://www.addtoany.com/add_to/facebook?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Frandall-munroes-xkcd-satellite-imagery%2F&amp;linkname=Randall%20Munroe%E2%80%99s%20XKCD%20%E2%80%98Satellite%20Imagery%E2%80%99" title="Facebook" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_reddit" href="https://www.addtoany.com/add_to/reddit?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Frandall-munroes-xkcd-satellite-imagery%2F&amp;linkname=Randall%20Munroe%E2%80%99s%20XKCD%20%E2%80%98Satellite%20Imagery%E2%80%99" title="Reddit" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_email" href="https://www.addtoany.com/add_to/email?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Frandall-munroes-xkcd-satellite-imagery%2F&amp;linkname=Randall%20Munroe%E2%80%99s%20XKCD%20%E2%80%98Satellite%20Imagery%E2%80%99" title="Email" rel="nofollow noopener" target="_blank"></a><a class="a2a_dd addtoany_share_save addtoany_share" href="https://www.addtoany.com/share"></a></div></div><p class="syndicated-attribution">*** This is a Security Bloggers Network syndicated blog from <a href="https://www.infosecurity.us/">Infosecurity.US</a> authored by <a href="https://securityboulevard.com/author/0/" title="Read other posts by Marc Handelman">Marc Handelman</a>. Read the original post at: <a href="https://xkcd.com/3178/">https://xkcd.com/3178/</a> </p>

Best of 2025: Ukraine Pwns Russian Drone Maker — Gaskar is ‘Paralyzed’

  • Richi Jennings
  • Published date: 2025-12-24 00:00:00

None

<p><strong><a href="#sbbwis"><img decoding="async" class="alignright size-full" title="DonkeyHotey (cc:by)" src="https://securityboulevard.com/wp-content/uploads/2025/07/putin-richixbw-donkeypotey-cc-by-51927579609_e819a092f9_o-130x90.png" alt="Vladimir Vladimirovich Putin (caricature)" width="130" height="90"></a></strong></p><h5 style="text-align: center;"><strong>Ukrainian Cyber Alliance and Black Owl team up to hack manufacturer of Russi</strong><strong>an military drones, sources  say.</strong></h5><p><strong>Gaskar Group, Russian designer of drones plaguing Ukraine’s skies, is in utter disarray.</strong> Or, at least, so says Ukrainian military intelligence.</p><p><!--br--><br><strong>Hacker groups teamed up to steal and delete 57 TB of critical data and backups,</strong> preventing the company from operating, we’re told. In today’s <a href="https://securityboulevard.com/tag/sb-blogwatch/" target="_blank" rel="noopener">SB  Blogwatch</a>, we peer through the fog of war.<br><!--br--><br><a title="Richi Jennings" href="https://www.richi.uk/" target="_blank" rel="noopener">Your humble blog­watcher</a> curated these bloggy bits for your enter­tain­ment. Not to mention:  <i>Hengist has a bone</i>.<br><!--br--></p><h2>All Your UAVs Are Belong to UKR</h2><p id="sbbw1"><strong>What’s the craic?</strong> Anonymous scribblers at Pryamyi cite sources in military intelligence: <a title="read the full text" href="https://prm.ua/en/ukrainian-hackers-destroyed-the-it-infrastructure-of-a-russian-drone-manufacturer-what-is-known/" target="_blank" rel="ugc noopener">Ukrainian Hackers Cripple IT Infrastructure of Russian Drone Manufacturer</a></p><p style="padding-left: 40px;"><strong>“<tt>All information on the manufacturer’s servers has been destroyed</tt>”</strong><br>Hackers … succ­ess­fully attacked the network and server infrastructure of … one of the largest suppliers of drones to the Russian army. [They] have gained access to over 47 terabytes of technical information related to the production of Russian drones, including data revealing close cooperation between the Russian drone manufacturer and China.<br>…<br>Among the stolen data [is] complete technical documentation on drone production, which has been transferred to the relevant specialists of the Defense Forces of Ukraine. … All information on the manufacturer’s servers has been des­troyed, … accoun­ting systems at the enterprise are not functioning, and the operations of Gaskar Company’s development center are paralyzed.<br><!-----------------------------------------------------------------------------></p><p id="sbbw2"><strong>What else do we know?</strong> Daryna Antoniuk adds: <a title="read the full text" href="https://therecord.media/ukraine-hackers-claim-attack-russia-gaskar-group-drone-maker" target="_blank" rel="ugc noopener">Ukraine-aligned hackers claim cyberattack on major Russian drone supplier</a></p><p style="padding-left: 40px;"><strong>“<tt>Thousands of drones won’t be reaching the front lines anytime soon</tt>”</strong><br>Two well-known Ukrainian volunteer hacker groups — the Ukrainian Cyber Alliance (UAC) and Black Owl (BO Team) — claimed to have accessed and destroyed … technical data from Gaskar Group, a Russian developer and manufacturer of unmanned aerial vehicles. … Ukraine’s military intelligence agency (HUR) confirmed the attack and its involvement.<br>…<br>The hackers also claimed the attack affected the company’s building security system, forcing staff to trigger the fire alarm to unlock doors. As a result of the attack, “thousands of drones won’t be reaching the front lines anytime soon,” UAC said. [We] could not independently verify the claims, and Gaskar Group did not immediately respond to a request for comment.<br><!-----------------------------------------------------------------------------></p><p id="sbbw4"><strong>This is not your grandfather’s war.</strong> <a title="read the full text" href="https://news.ycombinator.com/item?id=44583248" target="_blank" rel="ugc noopener">Kapura</a> channels <a title="The term “cyberpunk” first appeared as the title of a short story by Bruce Bethke, written in 1980 and published in Amazing Stories in 1983." href="https://en.wikipedia.org/wiki/Cyberpunk#Etymology" target="_blank" rel="ugc noopener">Bruce Bethke</a>:</p><p style="padding-left: 40px;">Cyber warfare is really reaching a new peak in Ukraine—and not just the more traditional cyberattacks like this. The target is of note: The drones themselves are the thing that’s setting this war apart from … wars of the past.<br>…<br>This is some very cyberpunk **** going on right now. This was obviously a very high-value target, and Ukraine has shown themselves again to be masters of asymmetric warfare: Taking out a sizable chunk of Russia’s long range bombers using drones smuggled across Russia, and now impacting one of the centers of Russia’s drone manufacturing.<br><!-----------------------------------------------------------------------------></p><p id="sbbw5"><strong>Are there lessons for us?</strong> This <a title="read the full text" href="https://forums.theregister.com/forum/all/2025/07/16/ukrainian_drone_attack/#c_5107912" target="_blank" rel="ugc noopener">Anonymous Coward</a> hopes so:</p><p style="padding-left: 40px;">Hopefully, all critical infrastructure and businesses are also hearing about this and learning from it. Unfortunately, I suspect many will view it as <i>haha silly Russians</i> and move on.<br><!-----------------------------------------------------------------------------></p><p id="sbbw6"><strong>But should they have shown their hand?</strong> <a title="read the full text" href="https://tech.slashdot.org/comments.pl?sid=23745974&amp;cid=65528808" target="_blank" rel="ugc noopener">AmiMoJo</a> argues not:</p><p style="padding-left: 40px;">Instead of just trashing all the computers at the factory, they could have introduced subtle errors into the drones’ flight control systems, damaged the batteries, made them randomly explode when turned on. … Like what was done to Iran’s centrifuges.<br><!-----------------------------------------------------------------------------></p><p id="sbbw7"><strong>Wait. <i>Pause.</i> Is the story even true?</strong> <a title="read the full text" href="https://news.ycombinator.com/item?id=44584863" target="_blank" rel="ugc noopener">Theodores</a> urges us to think critically:</p><p style="padding-left: 40px;">We only have one side of the story to go on. Often this can be embroidered, particularly if there is propaganda value. [If] using version control … with every developer having all of the software they have developed … git-cloned to their development machines … then you do have to wonder if they have lost the crown jewels.<br>…<br>It is going to be a similar situation with everything else, such as CAD files. People will have local copies. … You would expect the elite hackers to have taken [down] the website, … but no they have not.<br>…<br>The whole Ukraine situation is an intelligence test. In wartime you never have complete information so it is not like a game of chess where you know what the board is, what the pieces are and the play so far. Some fog of war is expected. … However, the intended audience for this story doesn’t care about hard evidence, they just need a morale boost.<br><!-----------------------------------------------------------------------------></p><p id="sbbw8"><strong>Does that matter?</strong> Not according to <a title="read the full text" href="https://forums.theregister.com/forum/all/2025/07/16/ukrainian_drone_attack/#c_5107889" target="_blank" rel="ugc noopener">Pascal Monett</a>:</p><p style="padding-left: 40px;">Well, whether or not this claim is valid, it does indicate that future warfare is not going to content itself with only what is happening on the front lines. … Hitler failed to even get to Moscow, … the Japanese failed to hold their conquests in the Pacific.<br>…<br>It all boils down to <i>supply</i>. … In WWII, for every US soldier sent into battle, there were 100 people working 24/7 to get him his ammo, food, gear and whatever else he needed. … And successfully hindering any part of that supply line could make quite a difference in the final outcome.<br><!-----------------------------------------------------------------------------></p><p id="sbbw12"><strong>Meanwhile,</strong> <a title="read the full text" href="https://tech.slashdot.org/comments.pl?sid=23745974&amp;cid=65528306" target="_blank" rel="ugc noopener">93 Escort Wagon</a> winks scurrilously:</p><p style="padding-left: 40px;">Uh oh. Sounds like we should expect news about yet another senior Russian … <i>accidentally</i> falling out a window.<br><!-----------------------------------------------------------------------------></p><p><b><a title="And Finally" href="https://www.youtube.com/watch?v=dgzzIJQzaAE&amp;list=PL9zSC5i495YMjIuJjxToNGU8Ve7Gd5Rvj" target="_blank" rel="noopener">Meet Hengist—he has a bone, you see</a></b><script src="https://scripts.withcabin.com/hello.js" async="" defer></script><!-- zero-cookie analytics privacy: https://withcabin.com/privacy/securityboulevard.com --></p><p><a href="https://www.youtube.com/watch?v=MmP6ufImYws&amp;list=PL9zSC5i495YMjIuJjxToNGU8Ve7Gd5Rvj" target="_blank" rel="noopener">Previously in <em>And Finally</em></a></p><hr><p><em>You have been reading <i>SB Blogwatch</i> by <a href="https://www.richi.uk/" target="_blank" rel="noopener">Richi Jennings</a>. Richi curates the best bloggy bits, finest forums, and weird­est web­sites—so you don’t have to. Hate mail may be directed to  <a href="https://twitter.com/richi" target="_blank" rel="ugc noopener">@RiCHi</a>, <a href="https://threads.net/@richij" target="_blank" rel="ugc noopener">@richij</a>, <a href="https://vmst.io/@richi" target="_blank" rel="ugc noopener">@<span class="__cf_email__" data-cfemail="5f2d363c37361f29322c2b713630">[email protected]</span></a>, <a href="https://bsky.app/profile/richi.bsky.social" target="_blank" rel="ugc noopener">@richi.bsky.social</a> or <a href="/cdn-cgi/l/email-protection#156677776255677c767d7c3b767a3b607e2a6660777f70766128386677776238"><span class="__cf_email__" data-cfemail="30435252477042595358591e455b">[email protected]</span></a>. Ask your doctor before reading. Your mileage may vary. Past per­formance is no guar­antee of future results. Do not stare into laser with re­maining eye. E&amp;OE. 30.</em></p><p>Image sauce: <a href="https://www.flickr.com/photos/donkeyhotey/51927579609" target="_blank" rel="noopener" name="sbbwis">DonkeyHotey</a> (<a title="Some rights reserved" href="https://creativecommons.org/licenses/by/2.0/" target="_blank" rel="ugc noopener">cc:by</a>; leveled and cropped)</p><div class="spu-placeholder" style="display:none"></div><div class="addtoany_share_save_container addtoany_content addtoany_content_bottom"><div class="a2a_kit a2a_kit_size_20 addtoany_list" data-a2a-url="https://securityboulevard.com/2025/12/ukraine-pwns-russian-drone-maker-gaskar-is-paralyzed-2/" data-a2a-title="Best of 2025: Ukraine Pwns Russian Drone Maker — Gaskar is ‘Paralyzed’"><a class="a2a_button_twitter" href="https://www.addtoany.com/add_to/twitter?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fukraine-pwns-russian-drone-maker-gaskar-is-paralyzed-2%2F&amp;linkname=Best%20of%202025%3A%20Ukraine%20Pwns%20Russian%20Drone%20Maker%20%E2%80%94%20Gaskar%20is%20%E2%80%98Paralyzed%E2%80%99" title="Twitter" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_linkedin" href="https://www.addtoany.com/add_to/linkedin?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fukraine-pwns-russian-drone-maker-gaskar-is-paralyzed-2%2F&amp;linkname=Best%20of%202025%3A%20Ukraine%20Pwns%20Russian%20Drone%20Maker%20%E2%80%94%20Gaskar%20is%20%E2%80%98Paralyzed%E2%80%99" title="LinkedIn" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_facebook" href="https://www.addtoany.com/add_to/facebook?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fukraine-pwns-russian-drone-maker-gaskar-is-paralyzed-2%2F&amp;linkname=Best%20of%202025%3A%20Ukraine%20Pwns%20Russian%20Drone%20Maker%20%E2%80%94%20Gaskar%20is%20%E2%80%98Paralyzed%E2%80%99" title="Facebook" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_reddit" href="https://www.addtoany.com/add_to/reddit?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fukraine-pwns-russian-drone-maker-gaskar-is-paralyzed-2%2F&amp;linkname=Best%20of%202025%3A%20Ukraine%20Pwns%20Russian%20Drone%20Maker%20%E2%80%94%20Gaskar%20is%20%E2%80%98Paralyzed%E2%80%99" title="Reddit" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_email" href="https://www.addtoany.com/add_to/email?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fukraine-pwns-russian-drone-maker-gaskar-is-paralyzed-2%2F&amp;linkname=Best%20of%202025%3A%20Ukraine%20Pwns%20Russian%20Drone%20Maker%20%E2%80%94%20Gaskar%20is%20%E2%80%98Paralyzed%E2%80%99" title="Email" rel="nofollow noopener" target="_blank"></a><a class="a2a_dd addtoany_share_save addtoany_share" href="https://www.addtoany.com/share"></a></div></div>

Real-World Cyber Attack Detection: How Modern SOCs Identify, Block, and Contain Advanced Threats

  • None
  • Published date: 2025-12-24 00:00:00

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<h3 class="wp-block-heading"><strong>Executive Summary</strong></h3><p>Modern cyberattacks rarely appear as a single, obvious incident. Instead, they manifest as <strong>multiple low-level signals across web, endpoint, DNS, cloud, and network telemetry</strong>. When analyzed in isolation, these signals may seem benign. When correlated intelligently, they reveal active attack campaigns targeting applications, identities, cloud storage, and network boundaries.</p><p>This article presents a <strong>real-world attack overview</strong> derived from live security alerts detected by a modern SOC platform. Each scenario demonstrates how advanced detection, MITRE ATT&amp;CK mapping, and contextual analysis help organizations distinguish between noise and genuine threats before business impact occurs.</p><p>All sensitive identifiers have been anonymized to preserve confidentiality while maintaining <strong>technical accuracy and learning value</strong>.</p><h2 class="wp-block-heading"><strong>Why Contextual Detection Matters</strong></h2><p>Traditional security tools often rely on:</p><ul class="wp-block-list"> <li>Signature-based alerts</li> <li>Single-log analysis</li> <li>Static severity scoring</li> </ul><p>However, <strong>real attackers operate in stages</strong>, testing defenses, probing weaknesses, and adapting when blocked. A modern SOC must answer three critical questions:</p><ol class="wp-block-list"> <li>What exactly happened?</li> <li>What was the attacker’s intent?</li> <li>Did the activity progress toward impact, or was it stopped early?</li> </ol><p>The following real-world scenarios illustrate how this approach works in practice.</p><h2 class="wp-block-heading"><strong>Scenario 1: Web Application Exploitation Attempt (LFI Attack)</strong></h2><h3 class="wp-block-heading"><strong>What Was Detected (Anonymized)</strong></h3><p>A public-facing web application was targeted with <strong>dozens of automated Local File Inclusion (LFI) attempts</strong>, specifically aiming to access sensitive configuration files commonly used in modern web frameworks.</p><p>The attack was <strong>blocked at the Web Application Firewall (WAF) layer</strong>, returning forbidden responses. No sensitive files were accessed, and no data exposure occurred.</p><h3 class="wp-block-heading"><strong>Why This Matters</strong></h3><p>LFI attacks are not random. They are commonly used to:</p><ul class="wp-block-list"> <li>Steal application secrets</li> <li>Extract database credentials</li> <li>Prepare for remote code execution</li> </ul><p>Even when blocked, repeated attempts indicate <strong>active reconnaissance and weaponized scanning</strong>, not accidental traffic.</p><h3 class="wp-block-heading"><strong>MITRE ATT&amp;CK Context</strong></h3><ul class="wp-block-list"> <li><strong>Tactic:</strong> Exfiltration (Attempted)</li> <li><strong>Technique:</strong> Exfiltration Over Alternative Protocol</li> </ul><h3 class="wp-block-heading"><strong>SOC Insight</strong></h3><p>This activity represents an <strong>early-stage attack</strong>, where strong perimeter controls prevented escalation. However, lack of correlated network telemetry limited deeper attribution, reinforcing the importance of <strong>complete visibility across WAF, firewall, and network flow data</strong>.</p><h3 class="wp-block-heading"><strong>Business Impact</strong></h3><ul class="wp-block-list"> <li>No data loss</li> <li>No service disruption</li> <li>Security posture validated</li> </ul><p>Early blocking here prevents what could later become <strong>credential theft or full application compromise</strong>.</p><h2 class="wp-block-heading"><strong>Scenario 2: Suspicious Domain Resolution Mimicking Cloud Identity Services</strong></h2><h3 class="wp-block-heading"><strong>What Was Detected (Anonymized)</strong></h3><p>An internal system attempted DNS resolution for a <strong>look-alike domain closely resembling a legitimate cloud identity provider login endpoint</strong>. The domain was flagged as deceptive due to its similarity to a trusted authentication service.</p><h3 class="wp-block-heading"><strong>Why This Matters</strong></h3><p>Look-alike domains are commonly used for:</p><ul class="wp-block-list"> <li>Credential harvesting</li> <li>OAuth token theft</li> <li>Cloud account compromise</li> </ul><p>This behavior often appears <strong>before phishing success is reported</strong>, making DNS-level detection extremely valuable.</p><h3 class="wp-block-heading"><strong>MITRE ATT&amp;CK Context</strong></h3><ul class="wp-block-list"> <li><strong>Tactic:</strong> Resource Development</li> <li><strong>Technique:</strong> Compromise Infrastructure</li> </ul><h3 class="wp-block-heading"><strong>SOC Insight</strong></h3><p>This alert does not automatically confirm compromise, but it <strong>strongly signals potential identity-focused attack activity</strong>. Correlating DNS data with endpoint process activity and identity logs is critical to determine whether this was:</p><ul class="wp-block-list"> <li>A user misclick</li> <li>Malware-initiated beaconing</li> <li>Credential phishing aftermath</li> </ul><h3 class="wp-block-heading"><strong>Business Impact</strong></h3><p>Unchecked, this activity can lead to:</p><ul class="wp-block-list"> <li>Cloud account takeover</li> <li>Email compromise</li> <li>Lateral movement via identity abuse</li> </ul><p>Early validation helps prevent <strong>identity-centric breaches</strong>, which remain among the most costly attack types.</p><h2 class="wp-block-heading"><strong>Scenario 3: Malicious File Detected in Cloud Storage (Webshell Artifact)</strong></h2><h3 class="wp-block-heading"><strong>What Was Detected (Anonymized)</strong></h3><p>A malicious file containing <strong>webshell characteristics</strong> was discovered in enterprise cloud storage during an automated scan. The file matched known attacker tooling patterns used to maintain unauthorized remote access.</p><p>The file was <strong>blocked before execution</strong>.</p><h3 class="wp-block-heading"><strong>Why This Matters</strong></h3><p>Cloud storage is increasingly abused because:</p><ul class="wp-block-list"> <li>It is trusted</li> <li>It syncs across devices</li> <li>It bypasses traditional perimeter defenses</li> </ul><p>Webshell artifacts in cloud repositories often indicate:</p><ul class="wp-block-list"> <li>Compromised user accounts</li> <li>Malware-assisted uploads</li> <li>Supply-chain or shared-link abuse</li> </ul><h3 class="wp-block-heading"><strong>MITRE ATT&amp;CK Context</strong></h3><ul class="wp-block-list"> <li><strong>Tactic:</strong> Resource Development</li> <li><strong>Technique:</strong> Develop Capabilities</li> </ul><h3 class="wp-block-heading"><strong>SOC Insight</strong></h3><p>Detection at this stage prevents attackers from:</p><ul class="wp-block-list"> <li>Establishing persistence</li> <li>Deploying secondary payloads</li> <li>Abusing shared cloud trust</li> </ul><p>The next step is <strong>identity and endpoint correlation</strong>, not just file removal.</p><h3 class="wp-block-heading"><strong>Business Impact</strong></h3><p>This control directly protects:</p><ul class="wp-block-list"> <li>Corporate intellectual property</li> <li>Cloud collaboration platforms</li> <li>Compliance posture</li> </ul><h2 class="wp-block-heading"><strong>Scenario 4: Unauthorized Encrypted Network Traffic to a Restricted Geography</strong></h2><h3 class="wp-block-heading"><strong>What Was Detected (Anonymized)</strong></h3><p>A system located in a restricted network segment initiated an <strong>encrypted outbound connection to an external region explicitly blocked by organizational policy</strong>. A small but notable volume of data was transferred.</p><h3 class="wp-block-heading"><strong>Why This Matters</strong></h3><p>Encrypted outbound traffic to restricted regions can indicate:</p><ul class="wp-block-list"> <li>Command-and-control communication</li> <li>Data staging or exfiltration</li> <li>Policy bypass attempts</li> </ul><p>Even low data volume is dangerous when it:</p><ul class="wp-block-list"> <li>Contains credentials</li> <li>Includes configuration data</li> <li>Establishes persistent external access</li> </ul><h3 class="wp-block-heading"><strong>MITRE ATT&amp;CK Context</strong></h3><ul class="wp-block-list"> <li><strong>Tactic:</strong> Defense Evasion</li> <li><strong>Technique:</strong> Masquerading</li> </ul><h3 class="wp-block-heading"><strong>SOC Insight</strong></h3><p>This activity is not automatically malicious, but it is <strong>high-risk behavior requiring justification</strong>. SOC teams must validate:</p><ul class="wp-block-list"> <li>Business need</li> <li>Process origin</li> <li>Data sensitivity</li> </ul><h3 class="wp-block-heading"><strong>Business Impact</strong></h3><p>If left unchecked, this activity may:</p><ul class="wp-block-list"> <li>Violate compliance requirements</li> <li>Enable stealthy exfiltration</li> <li>Create regulatory exposure</li> </ul><h2 class="wp-block-heading"><strong>What These Scenarios Prove</strong></h2><p>Across web, DNS, cloud, and network telemetry, a consistent pattern emerges:</p><p><strong>Attackers probe, test, adapt, and retry.</strong><strong><br></strong> <strong>Strong detection stops progression before impact.</strong></p><p>Key lessons:</p><ul class="wp-block-list"> <li>Blocking alone is not enough; <strong>context is critical</strong><strong><br></strong></li> <li>MITRE ATT&amp;CK mapping clarifies attacker intent</li> <li>Early-stage detection dramatically reduces risk</li> <li>Identity and cloud telemetry are now primary attack surfaces</li> </ul><h2 class="wp-block-heading"><strong>Strategic Value for Organizations</strong></h2><p>From an operational perspective, these detections demonstrate:</p><ul class="wp-block-list"> <li>Mature, behavior-driven security operations</li> <li>Ability to stop attacks <strong>before breach or impact</strong><strong><br></strong></li> <li>Reduced dwell time and faster response</li> <li>Alignment with industry-standard frameworks</li> <li>Higher trust and transparency for customers</li> </ul><h2 class="wp-block-heading"><strong>Conclusion: Turning Alerts into Intelligence</strong></h2><p>Real security value is not in generating alerts; it is in <strong>understanding attacker behavior across the full lifecycle</strong>. By correlating signals from WAFs, DNS, endpoints, cloud platforms, and network controls, modern SOCs transform fragmented events into <strong>clear attack narratives</strong>.</p><p>This intelligence-driven approach enables organizations to <strong>prevent compromise, protect trust, and safeguard business continuity</strong> in an increasingly hostile threat landscape.</p><figure class="wp-block-image size-large"><a href="https://seceon.com/contact-us/"><img fetchpriority="high" decoding="async" width="1024" height="301" src="https://seceon.com/wp-content/uploads/2024/12/Footer-for-Blogs-3-1-1024x301.jpg" alt="Footer-for-Blogs-3" class="wp-image-22913" srcset="https://seceon.com/wp-content/uploads/2024/12/Footer-for-Blogs-3-1-1024x301.jpg 1024w, https://seceon.com/wp-content/uploads/2024/12/Footer-for-Blogs-3-1-530x156.jpg 530w, https://seceon.com/wp-content/uploads/2024/12/Footer-for-Blogs-3-1-300x88.jpg 300w, https://seceon.com/wp-content/uploads/2024/12/Footer-for-Blogs-3-1-768x226.jpg 768w, https://seceon.com/wp-content/uploads/2024/12/Footer-for-Blogs-3-1.jpg 1200w" sizes="(max-width: 1024px) 100vw, 1024px"></a></figure><p>The post <a href="https://seceon.com/real-world-cyber-attack-detection-how-modern-socs-identify-block-and-contain-advanced-threats/">Real-World Cyber Attack Detection: How Modern SOCs Identify, Block, and Contain Advanced Threats</a> appeared first on <a href="https://seceon.com/">Seceon Inc</a>.</p><div class="spu-placeholder" style="display:none"></div><div class="addtoany_share_save_container addtoany_content addtoany_content_bottom"><div class="a2a_kit a2a_kit_size_20 addtoany_list" data-a2a-url="https://securityboulevard.com/2025/12/real-world-cyber-attack-detection-how-modern-socs-identify-block-and-contain-advanced-threats/" data-a2a-title="Real-World Cyber Attack Detection: How Modern SOCs Identify, Block, and Contain Advanced Threats"><a class="a2a_button_twitter" href="https://www.addtoany.com/add_to/twitter?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Freal-world-cyber-attack-detection-how-modern-socs-identify-block-and-contain-advanced-threats%2F&amp;linkname=Real-World%20Cyber%20Attack%20Detection%3A%20How%20Modern%20SOCs%20Identify%2C%20Block%2C%20and%20Contain%20Advanced%20Threats" title="Twitter" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_linkedin" href="https://www.addtoany.com/add_to/linkedin?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Freal-world-cyber-attack-detection-how-modern-socs-identify-block-and-contain-advanced-threats%2F&amp;linkname=Real-World%20Cyber%20Attack%20Detection%3A%20How%20Modern%20SOCs%20Identify%2C%20Block%2C%20and%20Contain%20Advanced%20Threats" title="LinkedIn" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_facebook" href="https://www.addtoany.com/add_to/facebook?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Freal-world-cyber-attack-detection-how-modern-socs-identify-block-and-contain-advanced-threats%2F&amp;linkname=Real-World%20Cyber%20Attack%20Detection%3A%20How%20Modern%20SOCs%20Identify%2C%20Block%2C%20and%20Contain%20Advanced%20Threats" title="Facebook" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_reddit" href="https://www.addtoany.com/add_to/reddit?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Freal-world-cyber-attack-detection-how-modern-socs-identify-block-and-contain-advanced-threats%2F&amp;linkname=Real-World%20Cyber%20Attack%20Detection%3A%20How%20Modern%20SOCs%20Identify%2C%20Block%2C%20and%20Contain%20Advanced%20Threats" title="Reddit" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_email" href="https://www.addtoany.com/add_to/email?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Freal-world-cyber-attack-detection-how-modern-socs-identify-block-and-contain-advanced-threats%2F&amp;linkname=Real-World%20Cyber%20Attack%20Detection%3A%20How%20Modern%20SOCs%20Identify%2C%20Block%2C%20and%20Contain%20Advanced%20Threats" title="Email" rel="nofollow noopener" target="_blank"></a><a class="a2a_dd addtoany_share_save addtoany_share" href="https://www.addtoany.com/share"></a></div></div><p class="syndicated-attribution">*** This is a Security Bloggers Network syndicated blog from <a href="https://seceon.com/">Seceon Inc</a> authored by <a href="https://securityboulevard.com/author/0/" title="Read other posts by Aniket Gurao">Aniket Gurao</a>. Read the original post at: <a href="https://seceon.com/real-world-cyber-attack-detection-how-modern-socs-identify-block-and-contain-advanced-threats/">https://seceon.com/real-world-cyber-attack-detection-how-modern-socs-identify-block-and-contain-advanced-threats/</a> </p>

Why Mobile-First SaaS Needs Passwordless Authentication for Field Teams

  • None
  • Published date: 2025-12-24 00:00:00

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<p>Mobile-first SaaS products have transformed how field service businesses operate. From scheduling and dispatching to invoicing and customer communication, today’s field teams rely heavily on mobile apps to complete their daily tasks. However, while functionality has evolved rapidly, authentication methods often lag. Traditional password-based logins are increasingly misaligned with the realities of field work. Passwordless authentication is emerging as a critical requirement for mobile-first SaaS platforms that serve technicians, contractors, and on-the-go professionals.</p><h2>The Realities of Field Work in a Mobile-First World</h2><p>Field teams do not work at desks. They move between job sites, operate in harsh environments, and often use their phones while wearing gloves, with dirty hands, or with limited connectivity. In these conditions, even a slight login delay can disrupt productivity. Typing complex passwords on mobile devices is inconvenient at best and error-prone at worst.</p><p>Mobile-first SaaS tools are designed to support speed and efficiency, but authentication is frequently a bottleneck. When technicians forget passwords, mistype credentials, or get locked out, work stops. These interruptions scale quickly across large teams, leading to lost time, frustrated employees, and increased support costs.</p><h2>Why Passwords Are a Poor Fit for Field Teams</h2><p>Passwords were designed for static environments and infrequent access. Field teams, however, log in many times a day. Each login represents friction. Requiring strong passwords that include symbols, numbers, and case sensitivity only compounds the problem on small touchscreens.</p><p>Security is also a concern. Field workers often reuse passwords across apps or store them insecurely to avoid forgetting them. Shared devices, which are common in some field operations, further increase the risk of credential leakage. Ironically, password-based systems often create weaker security in practice, even when policies appear strict on paper.</p><h2>Mobile SaaS and the Need for Frictionless Access</h2><p>Mobile-first platforms used by field teams, such as <a href="https://fieldcomplete.com/industries/handyman-software">https://fieldcomplete.com/industries/handyman-software</a>, require fast, secure access without complex login flows, because technicians need to open the app, complete a task, and move on within seconds. Authentication should be almost invisible, not a recurring obstacle.</p><p>When access is seamless, adoption increases. Field workers are more likely to use all platform features rather than bypassing it or delaying updates until later. This leads to better data quality, more accurate reporting, and smoother coordination between the field and the office.</p><h2>What Passwordless Authentication Looks Like in Practice</h2><p><a href="https://mojoauth.com/blog/passwordless-authentication-complete-implementation-guide-2025">Passwordless authentication</a> replaces traditional passwords with methods that are easier for users and harder for attackers to exploit. Common approaches include biometric authentication (such as fingerprint or facial recognition), magic links sent via email, one-time codes delivered by SMS, or authentication via trusted devices.</p><p>For field teams, biometrics are especially powerful. Most modern smartphones already support them, allowing technicians to log in instantly with a touch or glance. This aligns perfectly with mobile usage patterns and reduces the cognitive burden on workers who already manage complex physical tasks.</p><h2>Security Benefits Beyond Convenience</h2><p>Passwordless authentication is not just about user experience. It also significantly improves security. By eliminating passwords, platforms remove one of the most common attack vectors: phishing. There is no password to steal, reuse, or brute-force.</p><p>Device-based authentication and one-time tokens also reduce the risk associated with shared or lost devices. Access can be revoked centrally without requiring password resets across multiple users. For businesses managing sensitive customer data, work orders, and payment information, this added layer of control is essential.</p><h2>Scaling Field Operations Without Scaling Friction</h2><p>As field service businesses grow, onboarding new workers becomes more frequent. Traditional account setup processes often involve creating passwords, enforcing policies, and handling inevitable reset requests. This creates overhead for IT teams and slows down deployment.</p><p>Passwordless systems simplify onboarding. New workers can gain access through a secure link or device-based verification, often within minutes. This is particularly valuable for seasonal workers, subcontractors, or rapidly expanding teams where speed and flexibility matter.</p><h2>Offline and Low-Connectivity Considerations</h2><p>Field teams do not always have reliable internet access. Passwordless authentication methods designed for mobile environments can support offline or low-connectivity scenarios more gracefully than traditional logins. <a href="https://mojoauth.com/sso-protocols-glossary/device-authentication/">Device-based authentication</a>, for example, can allow continued access without repeated server checks, improving resilience in remote locations.</p><p>This reliability builds trust in the software. When technicians know the app will work when they need it, they are more likely to rely on it entirely rather than revert to paper notes or unofficial tools.</p><h2>The Future of Mobile-First SaaS for Field Teams</h2><p>As mobile-first SaaS continues to evolve, user expectations will rise. Field workers increasingly compare their work apps to consumer apps that offer instant, effortless access. Platforms that fail to modernize authentication risk falling behind, regardless of how feature-rich they are.</p><p>Passwordless authentication is quickly becoming a baseline requirement rather than a premium feature. It aligns with the core goals of mobile-first design: speed, simplicity, and reliability. For SaaS providers serving field teams, adopting passwordless access is not just a technical upgrade but a strategic decision that directly impacts adoption, security, and scalability.</p><h2>Conclusion</h2><p>Field teams operate in environments where time, focus, and reliability are critical. Password-based authentication introduces friction that undermines the promise of mobile-first SaaS. Passwordless authentication removes that friction while simultaneously improving security and scalability. As field service businesses grow and digital tools become more central to daily operations, passwordless access is no longer optional. It is a necessary foundation for effective, secure, and truly mobile-first SaaS solutions.</p><div class="spu-placeholder" style="display:none"></div><div class="addtoany_share_save_container addtoany_content addtoany_content_bottom"><div class="a2a_kit a2a_kit_size_20 addtoany_list" data-a2a-url="https://securityboulevard.com/2025/12/why-mobile-first-saas-needs-passwordless-authentication-for-field-teams/" data-a2a-title="Why Mobile-First SaaS Needs Passwordless Authentication for Field Teams"><a class="a2a_button_twitter" href="https://www.addtoany.com/add_to/twitter?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fwhy-mobile-first-saas-needs-passwordless-authentication-for-field-teams%2F&amp;linkname=Why%20Mobile-First%20SaaS%20Needs%20Passwordless%20Authentication%20for%20Field%20Teams" title="Twitter" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_linkedin" href="https://www.addtoany.com/add_to/linkedin?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fwhy-mobile-first-saas-needs-passwordless-authentication-for-field-teams%2F&amp;linkname=Why%20Mobile-First%20SaaS%20Needs%20Passwordless%20Authentication%20for%20Field%20Teams" title="LinkedIn" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_facebook" href="https://www.addtoany.com/add_to/facebook?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fwhy-mobile-first-saas-needs-passwordless-authentication-for-field-teams%2F&amp;linkname=Why%20Mobile-First%20SaaS%20Needs%20Passwordless%20Authentication%20for%20Field%20Teams" title="Facebook" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_reddit" href="https://www.addtoany.com/add_to/reddit?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fwhy-mobile-first-saas-needs-passwordless-authentication-for-field-teams%2F&amp;linkname=Why%20Mobile-First%20SaaS%20Needs%20Passwordless%20Authentication%20for%20Field%20Teams" title="Reddit" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_email" href="https://www.addtoany.com/add_to/email?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fwhy-mobile-first-saas-needs-passwordless-authentication-for-field-teams%2F&amp;linkname=Why%20Mobile-First%20SaaS%20Needs%20Passwordless%20Authentication%20for%20Field%20Teams" title="Email" rel="nofollow noopener" target="_blank"></a><a class="a2a_dd addtoany_share_save addtoany_share" href="https://www.addtoany.com/share"></a></div></div><p class="syndicated-attribution">*** This is a Security Bloggers Network syndicated blog from <a href="https://mojoauth.com/blog">MojoAuth - Advanced Authentication &amp;amp; Identity Solutions</a> authored by <a href="https://securityboulevard.com/author/0/" title="Read other posts by MojoAuth - Advanced Authentication &amp; Identity Solutions">MojoAuth - Advanced Authentication &amp; Identity Solutions</a>. Read the original post at: <a href="https://mojoauth.com/blog/mobile-first-saas-passwordless-authentication">https://mojoauth.com/blog/mobile-first-saas-passwordless-authentication</a> </p>

Catholic federation denounces withdrawal of EU funds due to ideological bias

  • Almudena Martínez-Bordiú
  • Published date: 2025-12-23 21:25:00

The Berlaymont building in Brussels, seat of the European Commission. / Credit: EmDee/Wikimedia (CC BY-SA 4.0) ACI Prensa Staff, Dec 23, 2025 / 16:25 pm (CNA). The European Commission has decided to withdraw funding from the Federation of Catholic Family Ass…

ACI Prensa Staff, Dec 23, 2025 / 16:25 pm The European Commission has decided to withdraw funding from the Federation of Catholic Family Associations in Europe (FAFCE), an organization founded in … [+3236 chars]

TikTok Users Claim They’ve 'Unredacted' the Epstein Files

  • Josh Quittner
  • Published date: 2025-12-23 19:00:22

A burst of social-media sleuthing has focused on alleged redaction failures in newly released DOJ documents—raising real questions about digital security and viral misinformation.

In brief <ul><li>Users say low-tech trickscopy-pasting PDF text or adjusting image contrastcan reveal information hidden under blacked-out sections of Epstein documents.</li><li>The claims gained tr… [+3245 chars]

All I want for Christmas is NOT a scam – Surfshark shares some tips to avoid digital threats during the festive season

  • Silvia Iacovcich
  • Published date: 2025-12-23 13:26:03

Scammers don't go on holiday for Christmas, quite the opposite. This is why Surfshark shares a mini guide to help you protect your digital assets during the festive season.

It’s beginning to look a lot like Christmas. And the situation is the same every year: people rushing frantically to shops and markets to complete all kinds of last-minute errands, including buying g… [+4162 chars]

Max Boot: Trump is losing sight of the real terror threat America is facing

  • Max Boot
  • Published date: 2025-12-23 05:30:00

The Trump administration has been reallocating scarce federal resources to combating drug cartels (“narco-terrorists”), the Venezuelan state (“a foreign terrorist organisation”) and leftist groups like Antifa (a “violent fifth column of domestic terrorists”).

Administration is busy focusing on pseudo-terrorists, targeting Venezuelan drug cartels and detaining immigrants The Trump administration has been reallocating scarce federal resources to combating … [+6303 chars]

Why staying ahead with Agentic AI is crucial for business

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  • Published date: 2025-12-23 00:00:00

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<h2>How Can Non-Human Identities Enhance Business Security With Agentic AI?</h2><p>Where technology continuously evolves, how can businesses leverage advancements to solidify their security posture? The answer lies in understanding and managing Non-Human Identities (NHIs) within a secure cloud environment, especially with the help of Agentic AI. WITH industries such as financial services, healthcare, and even travel increasingly rely on cloud solutions, the importance of maintaining robust security controls becomes apparent.</p><h3>The Role of Non-Human Identities in Cybersecurity</h3><p>Non-Human Identities are a critical component of modern cybersecurity frameworks. These machine identities consist of a secret—an encrypted password, token, or key—and the permissions granted by a destination server. Think of it akin to a tourist (the machine identity) possessing a passport (the secret) which allows access to various regions (the servers). The management of NHIs involves not just securing these identities and access credentials but also monitoring their behaviors.</p><p>The integration of a holistic NHI management approach ensures that all lifecycle stages—from discovery to threat detection to remediation—are effectively managed. This comprehensive strategy contrasts sharply with point solutions, such as secret scanners, which offer limited scope and protection.</p><h3>Strategic Advantages of Managing NHIs</h3><p>By focusing on NHI management with Agentic AI, organizations can benefit from:</p><ul> <li><strong>Reduced Risk:</strong> Proactively addressing and mitigating security risks decreases the likelihood of breaches and data leaks. It’s a proactive stance rather than a reactive one.</li> <li><strong>Improved Compliance:</strong> Automated policy enforcement and audit trails help organizations meet stringent regulatory requirements.</li> <li><strong>Increased Efficiency:</strong> By automating NHIs and secrets management, security teams can redirect their efforts to strategic initiatives, driving more value for the business.</li> <li><strong>Enhanced Visibility and Control:</strong> A centralized view ensures better access management and governance, allowing finer control over who accesses what.</li> <li><strong>Cost Savings:</strong> Automation leads to operational cost reductions, ensuring resources are allocated efficiently.</li> </ul><h3>Bridging the Gap: Security and R&amp;D Teams</h3><p>One of the persistent challenges in cybersecurity is the disconnect between security and research and development (R&amp;D) teams. NHI management aims to bridge this gap by creating a secure cloud environment that both teams can confidently operate within. With Agentic AI, the management of machine identities becomes smarter and more adaptive, providing real-time insights into their behavior. This ensures that both security and R&amp;D teams are aligned, minimizing potential security gaps.</p><p>Businesses operating in the cloud, like those in financial services and healthcare, particularly benefit from this alignment. It allows them to stay ahead by adapting quickly to evolving threats. Strategic adoption of technology is crucial to maintaining this edge.</p><h3>Practical Applications Across Industries</h3><p>The relevance of NHI management spans multiple sectors:</p><p>– <strong>Financial Services</strong>: With sensitive data and frequent transactions, securing machine identities ensures the integrity of financial operations.<br> – <strong>Healthcare</strong>: Protecting patient information and ensuring compliance with regulations like HIPAA benefit from robust NHI management.<br> – <strong>Travel</strong>: Automation in booking and operational processes can be safeguarded with effective identity management, ensuring smooth and secure operations.<br> – <strong>DevOps and SOC Teams</strong>: A more secure development and operational environment facilitates efficient workflows and reliable systems.</p><p>Incorporating NHIs into cybersecurity strategies offers these sectors an opportunity to enhance operational security, ensuring information remains protected against potential breaches. The use of <a href="https://entro.security/blog/non-human-identities-security-in-healthcare/">Non-Human Identities within healthcare</a> highlights the potential for success across different industries.</p><h3>Agentic AI: Pioneering Future-Ready Security</h3><p>Agentic AI represents a new frontier in proactive security measures. By integrating advanced AI capabilities with NHI management, businesses can not only stay ahead but also anticipate risks before they manifest. The adaptability and intelligence of Agentic AI make it a powerful tool for businesses aiming to enhance their security posture without increasing complexity.</p><p>In conclusion, the strategic management of Non-Human Identities, coupled with the capabilities of Agentic AI, presents a comprehensive approach to enhancing business security across industries. By embracing these innovations, organizations can ensure they remain agile and secure.</p><h2>The Significance of Non-Human Identity Governance</h2><p>Have you ever wondered how businesses manage to safeguard their data amid an ocean of interconnected systems? The key lies in effective management of Non-Human Identities (NHIs) which serve as the silent sentinels of cybersecurity. By understanding and optimizing NHIs, businesses can significantly bolster their defenses, especially when cloud environments are at play.</p><p>The security of these identities is akin to protecting a digital ecosystem’s DNA—where even a tiny breach can lead to consequential ripple effects. Ensuring the robust management of NHIs not only involves securing individual machine identities but also deeply understanding the nuances that accompany their behavior.</p><h3>The Mechanics of NHI Management</h3><p>NHI management requires a dynamic approach, one that adapts to changing digital. Unlike mere secret scanners, a comprehensive NHI management strategy involves intricate processes such as discovery, classification, threat detection, and remediation. Each of these stages makes sure that machine identities are securely integrated into the overarching cybersecurity framework. These elements collectively form a shield that safeguards access credentials while continuously monitoring usage patterns.</p><p>Businesses no longer need to rely on reactive measures. Instead, this proactive approach provides a clear advantage, offering a holistic view that seamlessly integrates into existing cybersecurity workflows. By aligning with <a href="https://entro.security/blog/best-practices-for-building-an-incident-response-plan/">best practices for incident response plans</a>, organizations can craft a robust strategy to handle security challenges effectively.</p><h3>Adapting to Regulatory Landscapes</h3><p>How are organizations aligning their strategies with regulatory demands? One critical benefit of effective NHI management is improved compliance. In industries like finance and healthcare, regulatory requirements such as HIPAA and GDPR necessitate strict adherence to data protection protocols. By employing automated policy enforcement and detailed audit trails, businesses can demonstrate compliance and maintain credibility among stakeholders.</p><p>Amid increasingly stringent regulatory, harnessing customer data efficiently becomes paramount. Improved NHI management facilitates businesses to strike the delicate balance between robust security measures and inclusive compliance strategies.</p><h3>Boosting Operational Efficiency</h3><p>To what extent does automated NHI management contribute to operational efficiency? Automation serves as a catalyst that expands efficiency—enabling security teams to redeploy resources towards strategic initiatives. By freeing professionals from repetitive tasks related to secrets management, they can focus on overarching business goals, prompting innovation and driving the business forward.</p><p>A consolidated strategy with Agentic AI enhances this by learning and adapting on-the-go, offering a solution that is not only secure but also intelligent. Promising a future where systems operate autonomously, NHI management emerges as a pivotal player in uniting security with business operational efficiency.</p><h3>Industries Set to Reap Benefits</h3><p>The diversity in industry-specific applications of NHI management demonstrates the versatility of this approach:</p><ul> <li><strong>Financial Institutions:</strong> Strengthening transactional security and ensuring seamless user experiences by safeguarding sensitive information.</li> <li><strong>Healthcare Providers:</strong> Protecting patient data while adhering to HIPAA regulations and ensuring compliance.</li> <li><strong>Travel and Hospitality:</strong> Securing automated systems for seamless booking and customer management.</li> <li><strong>DevOps and SOC Environments:</strong> Enhancing secure development and operational environments, fostering more reliable and agile development lifecycles.</li> </ul><p>Harnessing the potential of NHIs can prove transformative for diverse industries—safeguarding vital assets, ensuring compliance, and driving operational efficiency.</p><h2>Realizing Strategic Gains of Agentic AI</h2><p>How can businesses leverage innovative AI solutions to bolster security? Agentic AI exemplifies the pioneering capabilities of AI-driven security measures. By marrying advanced AI capabilities with NHI management, businesses can surmount complex security challenges, anticipating threats before they arise. This methodological anticipation fortifies an organization’s security posture while maintaining simplicity, allowing for seamless integration without adding unnecessary complexity.</p><p>The strategic and effective management of Non-Human Identities coupled with Agentic AI stands as a beacon for businesses aiming to bolster their security. By integrating innovative solutions and crafting comprehensive strategies, businesses can achieve fortified defenses that are adaptive, intelligent, and future-ready.</p><p>The post <a href="https://entro.security/why-staying-ahead-with-agentic-ai-is-crucial-for-business/">Why staying ahead with Agentic AI is crucial for business</a> appeared first on <a href="https://entro.security/">Entro</a>.</p><div class="spu-placeholder" style="display:none"></div><div class="addtoany_share_save_container addtoany_content addtoany_content_bottom"><div class="a2a_kit a2a_kit_size_20 addtoany_list" data-a2a-url="https://securityboulevard.com/2025/12/why-staying-ahead-with-agentic-ai-is-crucial-for-business/" data-a2a-title="Why staying ahead with Agentic AI is crucial for business"><a class="a2a_button_twitter" href="https://www.addtoany.com/add_to/twitter?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fwhy-staying-ahead-with-agentic-ai-is-crucial-for-business%2F&amp;linkname=Why%20staying%20ahead%20with%20Agentic%20AI%20is%20crucial%20for%20business" title="Twitter" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_linkedin" href="https://www.addtoany.com/add_to/linkedin?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fwhy-staying-ahead-with-agentic-ai-is-crucial-for-business%2F&amp;linkname=Why%20staying%20ahead%20with%20Agentic%20AI%20is%20crucial%20for%20business" title="LinkedIn" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_facebook" href="https://www.addtoany.com/add_to/facebook?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fwhy-staying-ahead-with-agentic-ai-is-crucial-for-business%2F&amp;linkname=Why%20staying%20ahead%20with%20Agentic%20AI%20is%20crucial%20for%20business" title="Facebook" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_reddit" href="https://www.addtoany.com/add_to/reddit?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fwhy-staying-ahead-with-agentic-ai-is-crucial-for-business%2F&amp;linkname=Why%20staying%20ahead%20with%20Agentic%20AI%20is%20crucial%20for%20business" title="Reddit" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_email" href="https://www.addtoany.com/add_to/email?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fwhy-staying-ahead-with-agentic-ai-is-crucial-for-business%2F&amp;linkname=Why%20staying%20ahead%20with%20Agentic%20AI%20is%20crucial%20for%20business" title="Email" rel="nofollow noopener" target="_blank"></a><a class="a2a_dd addtoany_share_save addtoany_share" href="https://www.addtoany.com/share"></a></div></div><p class="syndicated-attribution">*** This is a Security Bloggers Network syndicated blog from <a href="https://entro.security/">Entro</a> authored by <a href="https://securityboulevard.com/author/0/" title="Read other posts by Alison Mack">Alison Mack</a>. Read the original post at: <a href="https://entro.security/why-staying-ahead-with-agentic-ai-is-crucial-for-business/">https://entro.security/why-staying-ahead-with-agentic-ai-is-crucial-for-business/</a> </p>

Understanding the Difference Between Passkeys and Biometrics

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  • Published date: 2025-12-23 00:00:00

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<h2>Introduction to Web API Conformance Testing</h2><p>Ever wondered if your api is <em>really</em> doing what it's supposed to? That's where conformance testing comes in, making sure your api plays by the rules.</p><ul> <li><strong>Conformance testing</strong> verifies that your api adheres to specific standards.</li> <li>Think of it as a quality check, ensuring <strong>interoperability</strong>.</li> <li>For instance, <a href="https://help.cqg.com/apihelp/Documents/webapiconformancetestandtestplan1.htm">CQG</a> uses conformance tests to confirm their api functionality is properly supported.</li> </ul><p>Next up, we'll dive into <em>why</em> this is so important.</p><h2>Why Web API Conformance Testing is Crucial</h2><p>So, why bother with all this conformance testing jazz? Well, it's not just about ticking boxes; it's about building robust, reliable, and trustworthy apis.</p><ul> <li><strong>Improved Reliability:</strong> When your api conforms to standards, it's less likely to throw unexpected errors or behave erratically. This means fewer bugs, happier users, and a more stable system overall. Imagine a critical service like online banking – reliability is non-negotiable.</li> <li><strong>Reduced Development Costs:</strong> Catching issues early through conformance testing saves a ton of time and money down the line. Fixing a bug during development is way cheaper than fixing it after your api is live and causing problems for customers. It also prevents costly rework if your api needs to integrate with other systems that expect certain behaviors.</li> <li><strong>Enhanced User Trust:</strong> Users, whether they're other developers or end-consumers, trust apis that are predictable and reliable. Conformance testing builds that trust by demonstrating that your api is built to a certain standard and will behave as expected. This can be a huge differentiator, especially in competitive markets.</li> <li><strong>Easier Integration:</strong> When your api follows established standards, it becomes much easier for other developers and systems to integrate with it. They don't have to guess or reverse-engineer your behavior; they can rely on the documented conformance.</li> </ul><p>Basically, conformance testing is an investment in the long-term health and success of your api.</p><h2>Planning Your Web API Conformance Test</h2><p>So, you're about to dive headfirst into web api conformance testing? Awesome! But before you start hammering away at those endpoints, you need a plan. Trust me; a little prep now saves a <em>lot</em> of headache later.</p><ul> <li> <p>First, <strong>define the scope</strong>. What parts of your api <em>really</em> matter? Think about the core functionalities, like user authentication or critical data retrieval. For a healthcare api, this might be secure patient data access.</p> </li> <li> <p>Next, <strong>set clear objectives</strong>. What do you want to achieve with this testing? Are you aiming for full compliance with a specific standard, or just making sure the basic features aren't totally busted?</p> </li> <li> <p>Then, <strong>prioritize your test cases</strong>. Not all tests are created equal. Focus on the ones that hit the most important features or have the highest risk of failure. Imagine an e-commerce api; a failed payment processing test is way more critical than a slightly wonky product image.</p> </li> </ul><p>Think of it like planning a road trip— you gotta know where you're going and what you wanna see along the way! Next up: crafting that test plan.</p><h2>Essential Stages of Conformance Testing</h2><p>Alright, so you've got your plan, now it's time to get down to the nitty-gritty of conformance testing. Where do you even start, right?</p><ul> <li> <p>First up, <strong>authentication and authorization</strong>. It's gotta be rock solid. Are you testing different methods like OAuth, maybe api keys? You need to make sure those authorization rules aren't leaky, and that session management isn't gonna let anyone sneak in where they shouldn't. For instance, a banking api needs to nail this, or uh oh, big trouble.</p> </li> <li> <p>Next, <strong>data validation</strong>. This is where you make sure the data coming in and going out is squeaky clean. Are the formats correct? Are the data types what you expect? Imagine a healthcare api getting a string where it expects an integer for a patient's age – that can lead to serious misdiagnosis! You can use schemas to do this. <strong>Schemas</strong>, like JSON Schema or OpenAPI Schema, are essentially blueprints that define the structure, data types, and constraints of your API's data. For example, a schema might specify that a <code>userId</code> field must be an integer and cannot be negative.</p> </li> <li> <p>Then, <strong>error handling</strong> – because things <em>will</em> go wrong. Are you testing for the right error codes? Do the error messages actually make sense? And how does your api handle exceptions? Think of an e-commerce api; a simple "payment failed" error isn't gonna cut it. You need specifics so the customer knows what to do.</p> </li> <li> <p>Lastly, <strong>functional testing</strong>. Does your api actually <em>do</em> what it's supposed to do? Test the happy paths, but also the sad paths – what happens when things go sideways? Also, check those boundary conditions. What happens if you put in the <em>maximum</em> allowed characters in a field? Does it break?</p> <pre><code class="language-mermaid">sequenceDiagram participant User participant API User-&gt;&gt;API: Sends Request API-&gt;&gt;API: Validates Data alt Data Valid API-&gt;&gt;API: Processes Request API--&gt;&gt;User: Returns Success else Data Invalid API--&gt;&gt;User: Returns Error end </code></pre> <p>So, you've tested the core stages. Now, let's talk about documentation and how to make sure everyone's on the same page.</p> </li> </ul><h2>The Role of Documentation in Conformance</h2><p>Ever tried building something with instructions that were, well, kinda vague? Same goes for APIs, thats why documentation is so critical.</p><ul> <li> <p><strong>Providing accurate information</strong> is kinda the whole point. Good documentation clearly lays out what each endpoint does, what data it expects, and what it returns. Like, if you're dealing with a finance api, you <em>need</em> to know exactly how to format a transaction request. No guessing games!</p> </li> <li> <p><strong>Facilitating understanding</strong> means making it easy for developers to actually <em>use</em> the api. Think clear examples, maybe even some sample code snippets. If a healthcare api has well-written docs, developers can integrate it faster, reducing errors.</p> </li> <li> <p><strong>Reducing ambiguity</strong> is key. Vague documentation leads to misinterpretations, which leads to bugs. For example, the CQG Web API Conformance Test Plan emphasizes specifying tested features to avoid ambiguity during API verification.</p> </li> <li> <p><strong>Identifying testable scenarios</strong> becomes way easier when the documentation spells out all the possible use cases. If you are testing a retail api, and the docs mention a specific edge case for handling returns, that's a test case you <em>gotta</em> cover. This is because the documentation would detail the exact input parameters, expected output, and any specific conditions or error codes associated with that return scenario.</p> </li> <li> <p><strong>Validating expected behavior</strong> relies heavily on clear documentation. You can't really test if the api is doing the right thing if you don't know what the "right thing" <em>is</em>, right?</p> </li> <li> <p><strong>Ensuring completeness</strong> means the documentation covers <em>everything</em>. All endpoints, all parameters, all possible responses. If the documentation is missing info, you're gonna miss test cases.</p> </li> </ul><p>Next up, how to automate this whole process!</p><h2>Leveraging API Tools for Conformance Testing</h2><p>Okay, so you're ready to put some API tools to work? Cool, because manual testing? Ain't nobody got time for that.</p><ul> <li> <p>First off, think about <strong>Postman</strong>. Alot of testers are using it for building and organizing your api requests, its great for quick checks and its easy to use, even if you just getting started.</p> </li> <li> <p>Then there's <strong>Swagger Inspector</strong>. This tool really helps you inspect api responses, and its really fast and efficient. It can also generate api definitions from live traffic. <strong>Swagger Inspector</strong> is great for seeing exactly what your api is sending back – you can check status codes, examine the structure and content of the response payload, and even see how it handles different requests. Generating API definitions from live traffic is super handy because it can automatically create a specification (like an OpenAPI spec) based on your actual API interactions, which you can then use as a basis for your conformance tests.</p> </li> <li> <p>Don't forget about <strong>JMeter</strong>. This one is really good for load testing, and its important to know how your api will handle a whole bunch of requests all at once.</p> </li> </ul><p>These tools are gonna help you automate, analyze, and just generally make your life way easier when it comes to conformance testing.</p><h2>Automating Your Conformance Tests</h2><p>Now that we've talked about the tools, let's get into <em>how</em> you can actually use them to automate your conformance testing. This is where the real efficiency gains come in.</p><ul> <li> <p><strong>Using Postman for Automation:</strong> Postman isn't just for sending individual requests. You can write <strong>JavaScript tests</strong> within Postman to validate responses. For example, after sending a request to create a user, you can write a test to assert that the response status code is 201 (Created) and that the response body contains the expected user ID. You can also chain requests together to test multi-step workflows and use its <strong>Collection Runner</strong> to execute these tests repeatedly. For scheduled testing, you can integrate Postman with CI/CD pipelines.</p> </li> <li> <p><strong>Automating with Swagger Inspector:</strong> While Swagger Inspector is fantastic for manual inspection, its ability to generate API definitions is a key to automation. Once you have an OpenAPI or Swagger definition generated from live traffic, you can import this into other tools (like Postman or specialized testing frameworks) to automatically create test cases based on that definition. This means you're testing against a documented reality of your API's behavior.</p> </li> <li> <p><strong>Harnessing JMeter for Load and Conformance:</strong> JMeter is primarily known for load testing, but it's also a powerful tool for conformance. You can configure JMeter to send specific requests and then use its <strong>Assertions</strong> to validate responses. For instance, you can set up assertions to check for specific response codes, content in the response body, or even the absence of certain error messages. By running these tests under various load conditions, you're not only checking conformance but also performance.</p> </li> </ul><p>Automating these tests means you can run them frequently, catch regressions early, and free up your team to focus on more complex testing challenges.</p><h2>Conclusion</h2><p>So, you've made it this far! Conformance testing might sound like a pain, but it's really about keeping your api healthy and reliable. Think of it as preventative care, not just a fix-it job.</p><ul> <li><strong>Conformance testing ensures reliability</strong>: It's not <em>just</em> about meeting standards, it's about making sure your api actually works and that it will continue to work over time.</li> <li><strong>Planning is key</strong>: As we've seen, a solid plan makes the whole process way smoother. It's like mapping out a construction project <em>before</em> you start building – less chaos, less cost.</li> <li><strong>Continuous improvement is the name of the game</strong>: Testing isn't a one-and-done deal. Keep refining those tests as your api evolves. It's an ongoing process, ensuring quality.</li> </ul><p>Now, go forth and test! Start by identifying a critical endpoint in your API and begin planning your conformance tests for it.</p><div class="spu-placeholder" style="display:none"></div><div class="addtoany_share_save_container addtoany_content addtoany_content_bottom"><div class="a2a_kit a2a_kit_size_20 addtoany_list" data-a2a-url="https://securityboulevard.com/2025/12/understanding-the-difference-between-passkeys-and-biometrics/" data-a2a-title="Understanding the Difference Between Passkeys and Biometrics"><a class="a2a_button_twitter" href="https://www.addtoany.com/add_to/twitter?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Funderstanding-the-difference-between-passkeys-and-biometrics%2F&amp;linkname=Understanding%20the%20Difference%20Between%20Passkeys%20and%20Biometrics" title="Twitter" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_linkedin" href="https://www.addtoany.com/add_to/linkedin?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Funderstanding-the-difference-between-passkeys-and-biometrics%2F&amp;linkname=Understanding%20the%20Difference%20Between%20Passkeys%20and%20Biometrics" title="LinkedIn" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_facebook" href="https://www.addtoany.com/add_to/facebook?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Funderstanding-the-difference-between-passkeys-and-biometrics%2F&amp;linkname=Understanding%20the%20Difference%20Between%20Passkeys%20and%20Biometrics" title="Facebook" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_reddit" href="https://www.addtoany.com/add_to/reddit?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Funderstanding-the-difference-between-passkeys-and-biometrics%2F&amp;linkname=Understanding%20the%20Difference%20Between%20Passkeys%20and%20Biometrics" title="Reddit" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_email" href="https://www.addtoany.com/add_to/email?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Funderstanding-the-difference-between-passkeys-and-biometrics%2F&amp;linkname=Understanding%20the%20Difference%20Between%20Passkeys%20and%20Biometrics" title="Email" rel="nofollow noopener" target="_blank"></a><a class="a2a_dd addtoany_share_save addtoany_share" href="https://www.addtoany.com/share"></a></div></div><p class="syndicated-attribution">*** This is a Security Bloggers Network syndicated blog from <a href="https://mojoauth.com/blog">MojoAuth - Advanced Authentication &amp;amp; Identity Solutions</a> authored by <a href="https://securityboulevard.com/author/0/" title="Read other posts by MojoAuth - Advanced Authentication &amp; Identity Solutions">MojoAuth - Advanced Authentication &amp; Identity Solutions</a>. Read the original post at: <a href="https://mojoauth.com/blog/understanding-the-difference-between-passkeys-and-biometrics">https://mojoauth.com/blog/understanding-the-difference-between-passkeys-and-biometrics</a> </p>

What features ensure scalability in secret management

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  • Published date: 2025-12-23 00:00:00

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<h2>How Can Organizations Achieve Scalability in Secret Management?</h2><p>Securing sensitive data in the cloud isn’t just about protecting against external threats. Have you considered the importance of effectively managing machine identities to maintain a scalable security infrastructure? With technology shapes the future of industries like financial services, healthcare, and travel, managing Non-Human Identities (NHIs) becomes increasingly critical for cybersecurity experts and CISOs.</p><h3>Understanding Non-Human Identities</h3><p>Non-Human Identities, or NHIs, refer to machine identities in cybersecurity. These identities are essentially a combination of an encrypted password, token, or key—collectively referred to as a “Secret”—along with the permissions assigned by destination servers. Much like a passport and visa for human travelers, these credentials enable NHIs to securely and efficiently authenticate within systems. Managing the lifecycle of these identities is essential for reducing vulnerabilities and ensuring seamless operations in cloud-based environments.</p><h3>The Importance of Comprehensive NHI Management</h3><p>A robust NHI management strategy spans various stages from discovery to remediation. Unlike point solutions that only offer surface-level protection, comprehensive NHI management platforms provide a deeper dive into aspects such as:</p><ul> <li>Ownership and Permissions: Understanding who controls the machine identity and what levels of access it holds.</li> <li>Usage Patterns: Monitoring how NHIs interact to identify abnormal behaviors or potential breaches.</li> <li>Vulnerability Insights: Identifying and addressing weak points to mitigate risks effectively.</li> </ul><p>Through incorporating <a href="https://entro.security/blog/prioritizing-risks-and-vulnerabilities-in-secrets-security/">strategic risk prioritization</a>, organizations can be more proactive in fortifying their defenses against unauthorized access and data leaks.</p><h3>Key Benefits of Effective NHI Management</h3><p>When NHIs and their associated secrets are properly managed, organizations can realize numerous benefits that contribute to overall security and operational excellence:</p><ul> <li><strong>Reduced Risk:</strong> Proactive threat detection and response reduce the likelihood of security breaches.</li> <li><strong>Improved Compliance:</strong> Meeting regulatory requirements becomes more streamlined with policy enforcement and audit trails.</li> <li><strong>Increased Efficiency:</strong> Automation frees up valuable resources, allowing security teams to focus on strategic initiatives.</li> <li><strong>Enhanced Visibility and Control:</strong> A centralized system provides better monitoring and governance of NHIs.</li> <li><strong>Cost Savings:</strong> Automating processes like secrets rotation and decommissioning can significantly cut operational expenses.</li> </ul><h3>Scalability in Secret Management</h3><p>When scaling secret management systems, organizations must ensure they can keep pace with the dynamic nature of modern cloud infrastructures. Scalability in this context refers to the system’s ability to handle growth in terms of volume, complexity, and technological advancement without compromising performance or security.</p><p>Automation plays a pivotal role here. By automating the lifecycle management of secrets, teams can quickly adapt to changes and maintain control over vast networks of machine identities. This is particularly relevant for businesses leveraging scalable cloud solutions to drive growth and innovation.</p><h3>Technology and Security Features for Scaling Secret Management</h3><p>Implementing a robust secret management framework involves deploying technology that not only secures but scales with your enterprise. Key features include:</p><p>– <strong>Secret Encryption:</strong> Ensuring that secrets are encrypted both at rest and in transit to prevent unauthorized access.<br> – <strong>Automated Rotation:</strong> Regularly updating and rotating secrets to minimize the risk of exposure.<br> – <strong>Access Controls:</strong> Using granular permissions to restrict who can access specific NHIs and their secrets.<br> – <strong>Auditing and Monitoring:</strong> Maintaining comprehensive logs and analytics to track access patterns and detect anomalies.</p><p>Moreover, utilizing a platform that offers a context-aware approach can significantly enhance security. This style of management provides insights into how NHIs interact with different systems, facilitating informed decision-making when addressing security concerns.</p><p>For instance, utilizing solutions such as the <a href="https://docs.min.io/enterprise/aistor-key-manager/" rel="noopener">AISTOR Key Manager</a> can offer expanded functionality and improved integration, benefiting both security teams and IT operations.</p><h3>Overcoming Industry-Specific Challenges</h3><p>Different industries face unique challenges when managing NHIs and secrets. For example, healthcare organizations must balance stringent compliance mandates with the need for seamless electronic health record access. Meanwhile, financial institutions require real-time fraud detection and secure transaction processing.</p><p>By aligning security frameworks with industry-specific requirements, organizations can ensure robust and scalable secret management strategies. The adoption of <a href="https://entro.security/blog/security-frameworks-explained/">tailored security frameworks</a> can help organizations address these challenges and achieve compliance while maintaining operational efficiency.</p><p>In conclusion, where organizations continue to rely heavily on cloud-based technologies and machine identities, understanding and managing NHIs becomes a pivotal component of cybersecurity strategy. By employing an integrated approach to secret management, businesses can build resilience, gain a competitive edge, and foster an environment of trust and security.</p><h3>Enhancing Security through Strategic NHI Management</h3><p>Have you considered how a lack of alignment between security protocols and R&amp;D teams might lead to potential vulnerabilities in your cloud-hosted applications? The misalignment can often result in security oversights, especially concerning the management of Non-Human Identities (NHIs). Bridging this gap is crucial, and achieving this starts by fostering a secure collaboration between these integral teams.</p><p>At the heart of this collaboration are the core principles of comprehensive security management systems. Full alignment between security and development teams allows for the seamless integration of secure protocols. Implementing a standardized approach to discover, classify, and secure NHIs from the onset becomes a routine exercise rather than a reactive measure. When security protocols are built into the development pipeline, it reduces the risk of leaving critical vulnerabilities exposed.</p><h3>Industry Focus: Addressing Unique R&amp;D Challenges</h3><p>Each sector has its own precise needs and challenges in managing NHIs. For instance, in <a href="https://entro.security/blog/challenges-and-best-practices-in-iac-secrets-security/">healthcare</a>, safeguarding patient data while complying with regulations like HIPAA requires robust NHI management systems. Likewise, the financial industry necessitates resilient systems to prevent unauthorized transactions and protect sensitive customer data.</p><p>By understanding the threats specific to each industry, organizations can customize their NHI management strategies. This involves adopting industry-specific security frameworks and remaining adaptable to regulatory changes. Healthcare and finance are just the tip of the iceberg; industries ranging from <a href="https://restauranttechnologynetwork.com/watch-now-beyond-buzzwords-5-scalability-secrets-restaurants-are-using-right-now-turn-1-location" rel="noopener">hospitality to manufacturing</a> also face unique challenges that necessitate tailored approaches to NHI security.</p><h3>Leveraging Automation to Address Security Risks</h3><p>Are your systems equipped to handle the rapidly growing complexity of cloud-native applications? Automation serves as a powerful ally faced by NHIs in dynamic cloud environments. When implemented effectively, it manages both the sheer volume of machine identities and the intricacies linked to their permissions and usage patterns.</p><p>Automation extends beyond mere lifecycle management. It’s also essential in enabling rapid scalability and adaptability. This ongoing process of ensuring NHIs are up-to-date with current security protocols is akin to continuously renewing your passport to avoid expiration. While your organization scales, automated solutions keep pace by performing essential tasks such as:</p><ul> <li><strong>Lifecycle Management:</strong> Regular updates ensure that both NHIs and their secrets remain valid and secure.</li> <li><strong>Streamlined Compliance:</strong> Automation makes it easier to adhere to industry regulations by continuously updating policies and maintaining comprehensive audit trails.</li> <li><strong>Efficiency Enhancements:</strong> Allowing teams to focus on strategic initiatives rather than manual, repetitive tasks.</li> </ul><h3>Building a Culture of Security Awareness</h3><p>How can organizations cultivate a culture that prioritizes the protection of NHIs? It starts with fostering security awareness across all departments, emphasizing the critical nature of safeguarding machine identities alongside human counterparts.</p><p>Educational initiatives should be structured to familiarize staff with the intricacies of NHI management. Training sessions that stress the importance of secure R&amp;D practices and compliance can empower team members to take proactive measures in protecting these valuable assets. By cementing a security-first mindset, you establish a strong cultural foundation which enables an agile response to any threats and aligns with overall business objectives.</p><p>Additionally, enhancing trust workforce can only be achieved by offering transparency in security efforts and practices. Enabling greater understanding of the measures in place reflects a commitment from leadership to uphold a safe working environment, and when paired with consistent updates on security progress, it fosters reassurance and vigilance among staff members.</p><h3>Securing Partnerships through NHIs</h3><p>Organizations often collaborate with various partners, suppliers, and third-party vendors to increase operational efficiency. But how secure are these partnerships when it comes to managing shared or integrated NHIs? Organizations must extend their due diligence beyond internal boundaries by implementing <a href="https://entro.security/blog/third-party-security-risks-and-remediation/">robust third-party security practices</a>.</p><p>Developing detailed access protocols and regularly reviewing these policies can help ensure that external collaborations don’t become entry points for malicious activity. Implementing a consistent assessment framework serves as a comprehensive guide for overseeing third-party interactions, ensuring that security measures adhere to internal standards and industry regulations.</p><h3>Embedding Resilience within Cloud Security Architectures</h3><p>Resilience in cloud security architecture is crucial to maintaining the integrity of applications and services governed by NHIs. Any strategies implemented to manage NHIs must not only address existing threats but also anticipate future challenges.</p><p>Incorporating emerging technologies such as AI and Machine Learning infrastructure provides predictive insights to preemptively counter potential vulnerabilities. These technologies bolster an organization’s intelligence by continuously analyzing networks, which helps identify abnormal behaviors and adapt security measures accordingly.</p><p>NHIs are gateways to both opportunities and threats in cloud security. By understanding their complexities, addressing industry-specific challenges, leveraging automation, promoting security awareness, managing third-party interactions, and embracing cutting-edge technologies, organizations can significantly fortify their defenses, ensuring that security and growth go hand in hand.</p><p>The post <a href="https://entro.security/what-features-ensure-scalability-in-secret-management/">What features ensure scalability in secret management</a> appeared first on <a href="https://entro.security/">Entro</a>.</p><div class="spu-placeholder" style="display:none"></div><div class="addtoany_share_save_container addtoany_content addtoany_content_bottom"><div class="a2a_kit a2a_kit_size_20 addtoany_list" data-a2a-url="https://securityboulevard.com/2025/12/what-features-ensure-scalability-in-secret-management/" data-a2a-title="What features ensure scalability in secret management"><a class="a2a_button_twitter" href="https://www.addtoany.com/add_to/twitter?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fwhat-features-ensure-scalability-in-secret-management%2F&amp;linkname=What%20features%20ensure%20scalability%20in%20secret%20management" title="Twitter" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_linkedin" href="https://www.addtoany.com/add_to/linkedin?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fwhat-features-ensure-scalability-in-secret-management%2F&amp;linkname=What%20features%20ensure%20scalability%20in%20secret%20management" title="LinkedIn" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_facebook" href="https://www.addtoany.com/add_to/facebook?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fwhat-features-ensure-scalability-in-secret-management%2F&amp;linkname=What%20features%20ensure%20scalability%20in%20secret%20management" title="Facebook" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_reddit" href="https://www.addtoany.com/add_to/reddit?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fwhat-features-ensure-scalability-in-secret-management%2F&amp;linkname=What%20features%20ensure%20scalability%20in%20secret%20management" title="Reddit" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_email" href="https://www.addtoany.com/add_to/email?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fwhat-features-ensure-scalability-in-secret-management%2F&amp;linkname=What%20features%20ensure%20scalability%20in%20secret%20management" title="Email" rel="nofollow noopener" target="_blank"></a><a class="a2a_dd addtoany_share_save addtoany_share" href="https://www.addtoany.com/share"></a></div></div><p class="syndicated-attribution">*** This is a Security Bloggers Network syndicated blog from <a href="https://entro.security/">Entro</a> authored by <a href="https://securityboulevard.com/author/0/" title="Read other posts by Alison Mack">Alison Mack</a>. Read the original post at: <a href="https://entro.security/what-features-ensure-scalability-in-secret-management/">https://entro.security/what-features-ensure-scalability-in-secret-management/</a> </p>

SAML Security: Complete Guide to SAML Request Signing & Response Encryption

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  • Published date: 2025-12-23 00:00:00

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<h2>Understanding SAML Security Essentials</h2><p>Ever wonder how your login info zips securely across the internet without getting snatched? Well, SAML's got a big part to play. But it's not foolproof.</p><ul> <li><strong>SAML</strong>, or Security Assertion Markup Language, is a standard for <strong>single sign-on (sso)</strong>. It lets you use one set of login credentials across multiple apps, which is super convenient.</li> <li>SAML messages often carry sensitive info; like, <em>really</em> sensitive. Think usernames, email addresses, group memberships–the kinda stuff you don't want just anyone peeking at. (<a href="https://stackoverflow.com/questions/38111061/is-there-any-confidential-information-held-in-a-samlrequest">Is there any confidential information held in a SAMLRequest?</a>)</li> <li>Without proper security, those messages are vulnerable. A malicious actor could intercept and alter them or even impersonate you. (<a href="https://www.facebook.com/FBI/posts/malicious-actors-are-impersonating-senior-us-officials-via-text-and-ai-generated/1275487574624806/">Malicious actors are impersonating senior U.S. officials via text and …</a>) Not good.</li> </ul><p>This is where <strong>request signing</strong> and <strong>response encryption</strong> come in. They're like the dynamic duo of SAML security.</p><ul> <li><strong>Request signing</strong> makes sure the IdP knows the authentication request <em>really</em> came from your service provider and hasn't been messed with. It's like a digital handshake. Microsoft Entra ID, for example, has features to enforce signed SAML authentication requests <a href="https://learn.microsoft.com/en-us/entra/identity/enterprise-apps/howto-enforce-signed-saml-authentication">Enforce signed SAML authentication requests – Microsoft Entra ID</a>.</li> <li><strong>Response encryption</strong> scrambles the SAML response so only the intended recipient (your service provider) can read it. This protects the confidentiality of the data being transmitted.</li> <li>Together, they provide both <strong>integrity</strong> (making sure the message is authentic) and <strong>confidentiality</strong> (keeping the data secret).</li> </ul><p><img decoding="async" src="https://cdn.pseo.one/6853a4a8a2796a91bb994a76/687e6d61f6fe799d28851eff/saml-security-request-signing-response-encryption/mermaid-diagram-1.svg" alt="Diagram 1"></p><p>It's kinda like sending a locked briefcase with a signed note confirming it's from you.</p><p>Now, let's dive into how request signing works.</p><h2>Deep Dive into SAML Request Signing</h2><p>So, you're sending sensitive data across the web – kinda makes you nervous, right? Request signing is like slapping a digital wax seal on your SAML requests; ensuring no one messes with it <em>en route</em>.</p><p>The basic idea is pretty straightforward:</p><ul> <li>First, the <strong>Service Provider (SP)</strong> kicks things off by sending an <strong>AuthnRequest</strong> to the <strong>Identity Provider (IdP)</strong>. Think of it as the SP asking, "Hey, can you authenticate this user for me?"</li> <li>Next, the SP creates a <strong>digital signature</strong> using its <em>private key</em>. This signature is basically a cryptographic fingerprint of the request.</li> <li>Finally, the IdP receives the request and <em>verifies</em> the signature using the SP's <em>public key</em>. If the signature checks out, the IdP knows the request is legit! The SP's public key is typically pre-configured or shared with the IdP during the initial trust establishment process.</li> </ul><p><img decoding="async" src="https://cdn.pseo.one/6853a4a8a2796a91bb994a76/687e6d61f6fe799d28851eff/saml-security-request-signing-response-encryption/mermaid-diagram-2.svg" alt="Diagram 2"></p><p>Request signing brings some serious benefits to the table:</p><ul> <li>It <strong>ensures the authenticity and integrity</strong> of those authentication requests. This means the IdP can be confident that the request <em>really</em> came from the SP and hasn't been tampered with.</li> <li>It <strong>protects against forged requests and tampering</strong>. Without signing, a malicious actor could try to impersonate the SP or modify the request to gain unauthorized access.</li> <li>It establishes <strong>trust</strong>, even when there are intermediaries involved. You know, like those content delivery networks (cdns) and proxies that sit between the SP and IdP.</li> </ul><p>So how do you actually make this happen?</p><ol> <li>You'll need to <strong>generate key pairs and x.509 certificates</strong>. This involves creating a private key (which you keep secret) and a corresponding public key certificate (which you share with the IdP).</li> <li>Then, you <strong>configure the IdP with the SP's public key</strong>. This allows the IdP to verify the signatures on incoming requests.</li> <li>Lastly, you'll need to decide how to <strong>embed the signature</strong>: either directly in the XML of the request or as part of the url query string.</li> </ol><p>Request signing is a foundational security practice. Now, let's look at response encryption, which is the other half of the SAML security equation.</p><h2>Exploring SAML Response Encryption</h2><p>Response encryption in SAML? Think of it like sending a secret diary entry—you want to make <em>sure</em> only your best friend can read it, right? It's about keeping prying eyes away from sensitive data.</p><ul> <li>First, the <strong>Identity Provider (IdP)</strong> needs the <strong>Service Provider's (SP)</strong> public encryption certificate. It's like getting the special key to lock the diary. This certificate is shared with the IdP during the initial setup and configuration of the SAML trust relationship.</li> <li>Next, the IdP uses that public key to encrypt the <strong>SAML assertion</strong>, or specific attributes within it. This is the scrambling process.</li> <li>Finally, the SP uses its <em>private key</em> to unscramble the message.</li> </ul><p><img decoding="async" src="https://cdn.pseo.one/6853a4a8a2796a91bb994a76/687e6d61f6fe799d28851eff/saml-security-request-signing-response-encryption/mermaid-diagram-3.svg" alt="Diagram 3"></p><ul> <li>It protects sensitive user attributes during transmission. Think names, addresses, even roles within an organization. You don't want that floating around unencrypted.</li> <li>It ensures only the intended SP can actually read the data. Even if someone intercepts the message, they can't do anything with it without the private key.</li> <li>Compliance, compliance, compliance! Depending on your industry, you might <em>need</em> encryption to meet GDPR, soc 2, hipaa, or other regulations.</li> </ul><p>So, how does this actually work in the real world?</p><ul> <li>Best practice? Use response signing <em>alongside</em> encryption. It's like locking the diary and then putting it in a safe.</li> <li>You'll need to configure encryption algorithms. For example, you might use aes for the actual data encryption but rsa for exchanging the keys.</li> <li>The good news is, many platforms handle the decryption and validation automatically. You don't need to manually wrestle with the XML.</li> </ul><p>Response encryption is a vital part of SAML security.</p><h2>Combining Request Signing and Response Encryption for Robust Security</h2><p>You know, it's like, why have one lock on your front door when you can have two? Request signing and response encryption are like that, but for your SAML data. It's all about layering that security!</p><p>So, what does the whole process <em>actually</em> look like? Here's the gist:</p><ul> <li>First off, the <strong>service provider signs</strong> the authentication request before sending it to the identity provider.</li> <li>The <strong>identity provider verifies</strong> that signature, authenticates the user, and then signs the SAML response it sends back.</li> <li>Then, and this is important, the <strong>identity provider encrypts</strong> the assertion using the service provider's public key, and sends it over!</li> <li>Finally, the <strong>service provider decrypts</strong> the assertion, verifies the signature, and consumes the data.</li> </ul><p><img decoding="async" src="https://cdn.pseo.one/6853a4a8a2796a91bb994a76/687e6d61f6fe799d28851eff/saml-security-request-signing-response-encryption/mermaid-diagram-4.svg" alt="Diagram 4"></p><p>What's so good about this layered approach, anyway? Well, it's all about defense in depth.</p><ul> <li>It <strong>protects</strong> against replay attacks, tampering, and even eavesdropping.</li> <li>It <strong>ensures trust</strong> and data integrity in sso environments.</li> <li>And, crucially, it <strong>addresses multiple threat categories</strong>, not just one!</li> </ul><p>Figuring out <em>when</em> to use each feature is the next step, though. Where do they fit in the big picture of security? We'll get into that next.</p><h2>Certificate Management and Key Rotation Best Practices</h2><p>Ever wonder how those digital certificates keep things secure? It's all about keeping 'em clean and rotating 'em right.</p><ul> <li> <p>Certificates, like milk, <em>expire</em>. You gotta rotate them regularly, or things go sour. Think of the hassle when a certificate goes belly up; suddenly, sso is busted for everyone. Ouch.</p> </li> <li> <p>Poor certificate management? it's a sso killer. You don't want expired certs causing authentication failures, do you? Imagine retail giant's payment system grinding to a halt 'cause a cert expired at 3am.</p> </li> <li> <p>Use different keys, seriously. Keep signing and encryption keys separate. It simplifies rotation, and if one key goes south, the blast radius is way smaller. Signing keys prove authenticity and integrity, while encryption keys protect confidentiality. Separating them ensures a compromise of one doesn't automatically break the other's function.</p> </li> <li> <p>Overlap validity periods. When rotating keys, have both old and new certs valid at the same time. This gives everyone–services, users, apps–time to catch up without interruptions.</p> </li> <li> <p>Monitor those expiration dates <em>proactively</em>. Set alerts way before expiry. No one wants to be scrambling last minute to avoid downtime.</p> </li> <li> <p>Automate, automate, automate! Wherever you can, automate certificate updates. If you can get the machines to do it, you should.</p> </li> </ul><p>Next up, let's talk about defense; how to protect against common atacks?</p><h2>Challenges and Considerations</h2><p>Complexity adds. But it's not just complexity. There's also:</p><ul> <li><strong>Implementation Hurdles:</strong> Getting SAML set up right can be tricky. Different vendors have different ways of doing things, and sometimes the documentation isn't the clearest. Misconfigurations are super common and can lead to security gaps.</li> <li><strong>Interoperability Issues:</strong> Making sure your SP and IdP talk to each other smoothly can be a headache. They might not support the same SAML profiles or extensions, leading to frustrating compatibility problems.</li> <li><strong>Performance Impacts:</strong> While SAML is generally efficient, heavy usage or poorly optimized configurations can sometimes slow things down, especially during peak times. Encrypting and signing every single request adds overhead, so it's a balance.</li> <li><strong>Specific Attack Vectors:</strong> Beyond the basics, there are more advanced attacks. For instance, <strong>SAML assertion injection</strong> where an attacker tries to inject a malicious assertion into the SAML flow. Or <strong>replay attacks</strong>, where an attacker captures a valid SAML response and resends it later to gain unauthorized access. Defending against these requires careful validation of assertion IDs and timestamps.</li> <li><strong>Metadata Management:</strong> The exchange of metadata (which includes certificates and endpoints) between SPs and IdPs needs to be secure and up-to-date. Outdated or compromised metadata can lead to trust being broken or exploited.</li> </ul><h2>Conclusion</h2><p>Alright, so you've made it this far! Securing your SAML implementation might seems like a maze, but trust me, it's worth navigating. Think of request singing and response encryption as the seatbelts and airbags of your sso setup—you hope you never need them, but you <em>really</em> want them there.</p><ul> <li><strong>Integrity, authenticity, and confidentiality</strong>—those are the big three. Request signing makes sure that the message hasn't been messed with on its way to the identity provider (idp). Response encryption… well, that keeps your sensitive user data from becoming public knowledge.</li> <li>Think about healthcare, for instance. You <em>really</em> don't want patient data floating around unencrypted. Or a financial institution. It’s not just about security, but about trust and compliance.</li> <li>Proper certificate management? Seriously, don't sleep on this. Certificates expire; keys needs rotating. If you don't keep on top of it; your whole sso system could grind to a halt.</li> </ul><p>Imagine a retail giant with thousands of employees. Without proper SAML security, a breach could expose <em>all</em> their personal info, from addresses to social security numbers.</p><p>So, is it complicated? maybe. But, with request signing, response encryption, and a good certificate strategy, you're setting yourself up to handle whatever comes your way.</p><p><img decoding="async" src="https://cdn.pseo.one/6853a4a8a2796a91bb994a76/687e6d61f6fe799d28851eff/saml-security-request-signing-response-encryption/mermaid-diagram-5.svg" alt="Diagram 5"></p><div class="spu-placeholder" style="display:none"></div><div class="addtoany_share_save_container addtoany_content addtoany_content_bottom"><div class="a2a_kit a2a_kit_size_20 addtoany_list" data-a2a-url="https://securityboulevard.com/2025/12/saml-security-complete-guide-to-saml-request-signing-response-encryption/" data-a2a-title="SAML Security: Complete Guide to SAML Request Signing &amp; Response Encryption"><a class="a2a_button_twitter" href="https://www.addtoany.com/add_to/twitter?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fsaml-security-complete-guide-to-saml-request-signing-response-encryption%2F&amp;linkname=SAML%20Security%3A%20Complete%20Guide%20to%20SAML%20Request%20Signing%20%26%20Response%20Encryption" title="Twitter" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_linkedin" href="https://www.addtoany.com/add_to/linkedin?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fsaml-security-complete-guide-to-saml-request-signing-response-encryption%2F&amp;linkname=SAML%20Security%3A%20Complete%20Guide%20to%20SAML%20Request%20Signing%20%26%20Response%20Encryption" title="LinkedIn" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_facebook" href="https://www.addtoany.com/add_to/facebook?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fsaml-security-complete-guide-to-saml-request-signing-response-encryption%2F&amp;linkname=SAML%20Security%3A%20Complete%20Guide%20to%20SAML%20Request%20Signing%20%26%20Response%20Encryption" title="Facebook" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_reddit" href="https://www.addtoany.com/add_to/reddit?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fsaml-security-complete-guide-to-saml-request-signing-response-encryption%2F&amp;linkname=SAML%20Security%3A%20Complete%20Guide%20to%20SAML%20Request%20Signing%20%26%20Response%20Encryption" title="Reddit" rel="nofollow noopener" target="_blank"></a><a class="a2a_button_email" href="https://www.addtoany.com/add_to/email?linkurl=https%3A%2F%2Fsecurityboulevard.com%2F2025%2F12%2Fsaml-security-complete-guide-to-saml-request-signing-response-encryption%2F&amp;linkname=SAML%20Security%3A%20Complete%20Guide%20to%20SAML%20Request%20Signing%20%26%20Response%20Encryption" title="Email" rel="nofollow noopener" target="_blank"></a><a class="a2a_dd addtoany_share_save addtoany_share" href="https://www.addtoany.com/share"></a></div></div><p class="syndicated-attribution">*** This is a Security Bloggers Network syndicated blog from <a href="https://ssojet.com/blog">SSOJet - Enterprise SSO &amp;amp; Identity Solutions</a> authored by <a href="https://securityboulevard.com/author/0/" title="Read other posts by SSOJet - Enterprise SSO &amp; Identity Solutions">SSOJet - Enterprise SSO &amp; Identity Solutions</a>. Read the original post at: <a href="https://ssojet.com/blog/saml-security-request-signing-response-encryption">https://ssojet.com/blog/saml-security-request-signing-response-encryption</a> </p>