Jiajun Zhou
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2026
MemSecBench: Tracking Agent Memory Poisoning from Persistence to Consequence and Repair
The paper introduces MemSecBench, a benchmark for evaluating the lifecycle security of agent memory systems against malicious semantics, and reports results across various configurations.
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Papers
cs.CRcs.AINEWEmpiricalJul 29, 2026
MemSecBench: Tracking Agent Memory Poisoning from Persistence to Consequence and Repair
Xuanze Chen, Xukang Xie, Wentao Fu, Jiajun Zhou +2 more
The paper introduces MemSecBench, a benchmark for evaluating the lifecycle security of agent memory systems against malicious semantics, and reports results across various configurations.
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