Zhihao Chen
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126
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Crypto×1AI×1
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2026
Credential Leakage in LLM Agent Skills: A Large-Scale Empirical Study
This study conducts a large-scale empirical analysis of third-party LLM agent skills, identifying that credential leakage is a pervasive, cross-modal issue primarily caused by debug logging and resulting in exploitable, persistent secrets.
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Papers
cs.CRcs.AIRecentApr 3, 2026
Credential Leakage in LLM Agent Skills: A Large-Scale Empirical Study
Zhihao Chen, Ying Zhang, Yi Liu, Gelei Deng +6 more
This study conducts a large-scale empirical analysis of third-party LLM agent skills, identifying that credential leakage is a pervasive, cross-modal issue primarily caused by debug logging and result…
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