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arxiv_cs_ai ยท Nov 3, 2026 ยท paper

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LatentTriad: Pre-Action Risk Representations for Malicious Agent Skill Detection

arxiv.orgNov 3, 2026
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Large language model agents are increasingly extended with reusable skills, but untrusted skill content can induce operations outside the user's task. Detecting this contextual risk requires more than suspicious-patte...

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