AIBullisharXiv – CS AI · Jun 117/10
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Runtime Skill Audit: Targeted Runtime Probing for Agent Skill Security
Researchers introduced Runtime Skill Audit (RSA), a dynamic analysis method that detects malicious behavior in LLM agent skills by testing them under targeted runtime conditions rather than relying on static code review. RSA achieved 90% accuracy in identifying harmful skills and maintained effectiveness against evolving attacks where static methods failed, addressing a critical security gap in agent-based AI systems.