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SkillGuard cuts attack success rates to as low as 4.8% by redefining agent capabilities in response to contamination from untrusted data.
Adversaries can achieve up to 88.2% success in exploiting LLMs for log analysis through passive prompt injection, highlighting a critical security vulnerability.
