MemPoison: Uncovering Persistent Memory Threats and Structural Blind Spots in LLM Agents.

arXiv:2607.14651v2 Announce Type: replace-cross Abstract: Persistent external memory enhances agent continuity but introduces persistent security vulnerabilities: adversarial content can be injected via standard interaction channels, retained across turns, and