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Memory-Poisoning Attack on ToolBench

Memory-Poisoning Attack on ToolBench

92.6Attack Hit Rate (AHR)MemMorph

Updated 5mo ago

Evaluation results

Method	Links
MemMorph2026.05		92.6
PoisonedRAG2026.05		79.8
GCG2026.05		67.3

State-of-the-art paper

MemMorph

MemMorph: Tool Hijacking in LLM Agents via Memory Poisoning

Dataset

ToolBench

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Related benchmarks

Tool-use agent performance on MetaTool Tool Selection Hijacking on LLM agent tool-selection tasks Memory-Poisoning Attack on MetaTool Memory-Poisoning Attack on τ2-Bench

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