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

Jinghan Xu, Yiyong Xiao, Wanru Shao +2

Long-term memory lets large language model(LLM) agents reuse prior preferences and work flows, but it also turns untrusted observations into persistent action context. We identify…