MemEvoBench: Benchmarking Safety Risks from Memory Misevolution in LLM Agents

Weiwei Xie, Shaoxiong Guo, Fan Zhang +5

Equipping Large Language Models (LLMs) with persistent memory enhances interaction continuity and personalization but introduces new safety risks. Specifically, contaminated or bia…