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ASLEval: Measuring Privacy Exposure Displacement in LLM Agent Sessions

Wu, Guosen et al.
arXiv (All) · Papers
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cryptography-and-security
Privacy evaluations of tool-using LLM agents often inspect a designated action, final response, or attacker report. These local proxies can miss unauthorized exposure elsewhere in a multi-step session and lack common ground truth across outlets, reports, and tool paths. We introduce privacy exposure
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