SAFE-Mem: Secure Agentic Memory with Fine-Grained Authority and Governance-Aware Retrieval
SAFE-Mem is a fine-grained memory governance framework that improves security while preserving legitimate memory use and attains the lowest attack success among defenses that retain legitimate memory, at least 77% below the strongest of them, and the highest answer accuracy of all evaluated defenses.
Hao-Ming Li, Ding-Yi Kang, Xue Hu et al.
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