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Transferable End-to-End Optimization for Indirect Long-Term Memory Poisoning in LLM Agents

Zang, Chuanchao et al.
arXiv (All) · Papers
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cryptography-and-security
Long-term memory can turn untrusted external content into persistent influence over an LLM agent's future decisions, creating the threat of indirect memory poisoning. A successful attack must survive a multi-stage pipeline comprising memory writing, retrieval, and utilization. Existing attacks large
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