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Vulnerability Management

All digests tagged Vulnerability Management

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Through the AI Fog: The Architectural Decision Agentic Security Depends On — Manoj Nair, Snyk Jul 20, 2026 · 23:29 Autonomous agents accelerate development but create massive security backlogs. To secure AI-driven systems, deterministic validation layers are required to verify code output and prevent vulnerabilities.

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The Cost of a Data Breach 2026, and what we can learn from the Hugging Face hack Jul 29, 2026 · 32:08 Experts discuss the $4.99M average cost of a data breach, focusing on how attackers weaponize AI and why basic security hygiene (like access controls) is more critical than ever. Vibes Not Vulns: Securing the Era of AI-Written Software - Mackenzie Jackson Aug 5, 2026 · 23:21 AI introduces new failure modes: prompt injection, hallucination, and insecure patterns in CI/CD pipelines. Learn how these risks affect modern build processes and what guardrails are needed. Why won’t AI agents just follow the rules? Sep 9, 2026 · 35:29 Experts discuss why controlling AI agents is difficult due to their probabilistic nature, requiring hard deterministic controls at runtime. The segment also covers OWASP Top 10 for agentic skills and the use of ThreatXtension.

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Black October Isn't Just A PHP Bug. Attackers Want Your AI Keys. Oct 24, 2026 · 25:47 AI agents are accelerating cyberattacks, making stolen API keys and foundational vulnerabilities (PHP, eMudhra) critical risks. Learn how to audit your systems and build stronger defenses. The patching gap: Hacked fridges, AI ransomware and Mythos finds Oct 21, 2026 · 29:28 Cybersecurity experts discuss the risks of outdated OT infrastructure, the rise of AI-powered ransomware, and why continuous patching is mandatory. Learn about Mythos and AI agent governance. The Defender's Window: Cyber security keynote Sep 28, 2026 · 47:24 The Defender's Window highlights the urgent need for a 'Defense Factory' to close the gap between advanced AI capabilities and cyber defenses. Learn how GPT-6 Astra and CodeX automate vulnerability remediation.

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