Topic: agentic security

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Tuesday, August 25, 2026

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Agentic Security: A Systematization of Tools, Failure Modes, and Design Laws for LLM-Driven Penetration Testing

A study outlines how LLM-driven agents can be used in penetration testing but notes recurring operational failures, aiming to systematize tools and design laws for better security practices. This matters as it addresses critical issues in deploying AI in cybersecurity to ensure more reliable and effective systems.

arxiv.orgโ†—

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