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Wanru Shao

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Preprint Jul 2026

Memory Provenance Laundering in LLM Agents: A Non-Amplification Firewall for Persistent Memory

This work identifies memory provenance laundering: during LLM-based memory consolidation, an external observation may be rewritten as apparent user history or workflow support, preserving an action trigger while erasing the low-trust source that should limit its authority.

Jing Xu, Yiyong Xiao, Wanru Shao et al. · 0 citations