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Xukang Xie

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Jul 2026

MemSecBench: Tracking Agent Memory Poisoning from Persistence to Consequence and Repair

MemSecBench is introduced, a task-grounded benchmark for the lifecycle security of agent memory systems, which indicates that the evaluated memory system stacks differ in lifecycle security, both in the propagation of malicious memory and in selective repair after successful memory poisoning.

Xuan-Ze Chen, Xukang Xie, Wentao Fu et al. · 7 citations · ⚡1

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