MemVenom poisons multimodal memories in web agents via a two-stage trigger-conditioned retrieval and post-retrieval induction attack, achieving up to 99.15% success on GPT-5-family agents while preserving benign performance.
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MemVenom: Triggered Poisoning of Multimodal Memories in Web Agents
MemVenom poisons multimodal memories in web agents via a two-stage trigger-conditioned retrieval and post-retrieval induction attack, achieving up to 99.15% success on GPT-5-family agents while preserving benign performance.