SAFE-Mem: Secure Agentic Memory with Fine-Grained Authority and Governance-Aware Retrieval

Large language model LLM agents increasingly rely on persistent memory to support long-term reasoning and personalized interactions. However, information collected from external sources can introduce security risks when untrusted claims i.e., atomic statements are later treated as authorized...