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From Attack Success to Attack Severity: Counterfactual Memory Attacks on LLM Agents

Zou, Mingxi et al.
arXiv (All) · Papers
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As LLM agents increasingly rely on persistent memory for long-horizon and personalized behavior, they can retain and reuse information across interactions, but this also creates a lasting channel through which malicious memory writes can influence future behavior. Persistent-memory attacks are typic
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