Chentao Ye
1 indexed paper
Recent (6 mo)
1With code
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126
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NLP×1
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2026
SkillHarm: Lifecycle-Aware Skill-Based Attacks via Automated Construction
The paper introduces SkillHarm, a comprehensive benchmark and automated framework for evaluating skill-based attacks across the entire agent skill-use lifecycle, demonstrating that current agents remain highly vulnerable to both fixed-payload and self-mutating poisoning attacks.
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Papers
cs.CLRecentJun 1, 2026
SkillHarm: Lifecycle-Aware Skill-Based Attacks via Automated Construction
Yuting Ning, Zhehao Zhang, Yash Kumar Lal, Boyu Gou +7 more
The paper introduces SkillHarm, a comprehensive benchmark and automated framework for evaluating skill-based attacks across the entire agent skill-use lifecycle, demonstrating that current agents rema…
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