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Author

Zhun Wang

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Jul 2026

Agent Security Needs Redefinition through a Holistic Framework

This work operationalizes contextual security through four properties that must hold jointly and be evaluated continuously across the agent's trajectory, which changes which defenses are coherent, which evaluations measure something useful, and which attack patterns evaluation can see at all.

Vincent Siu, Jingxuan He, Kyle Montgomery et al. · 1 citation

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