Author

Chi Zhang

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Review Aug 2026

SkillsMetric: Mapping the Detection Boundary of Static Analysis for Malicious Agent Skills

These findings establish that static analysis alone is insufficient for skill security, motivating defense-in-depth architectures that combine fast static pre-screening with semantic review.

Xinze Chen, Chi Zhang, Ping Ji et al. · 0 citations