EvolvAttack: Backdooring self Evolving VLM Agents

Chuan Zou, Yang Xiang, Zexin Li +2

Self-evolving mechanisms let vision-language model (VLM) agents continually adapt through evolving memory, but they also allow malicious behavior to emerge only after deployment. W…