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MemSentry: A Framework for Detecting Persistent Memory Poisoning in Agentic AI

Roy, Ayan et al.
arXiv (All) · Papers
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cryptography-and-security
Agentic AI systems with persistent memory introduce a distinct attack surface known as memory poisoning, in which adversarially crafted content is stored in long-term memory and subsequently influences future agent behavior. Such attacks can suppress security alerts, facilitate privilege escalation,
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