GRAD: Graph-Structured Antibody Defense for LLM Agents

Tianqi Song, Jiawei Du, Xuemei Jia +1

Memory poisoning and decomposition attacks distribute malicious evidence across the operations of large language model agents. Existing request-level defenses can miss such attacks…