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The Price of Safety: Benign-Case Utility and Token Overhead of Memory-Poisoning Defenses in LLM Agents

arXiv:2609.22818v2 Announce Type: replace-cross Abstract: Memory-poisoning defenses for LLM agents are typically evaluated by how well they stop attacks, even though almost all traffic they encounter is benign. We measure their cost when no attack…

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ImpactNotable 45/100
Why it mattersnimble: medium (p 0.53)
RegionsGlobal
Published4 h ago (Fri, 23 Oct 2026 04:00:00 GMT)
RetrievedFri, 23 Oct 2026 04:00:25 GMT via rss
ClassifiedFri, 23 Oct 2026 04:06:58 GMT by nimble
AuthorPritom Bhowmik