ResearchTasksMalicious Behavior Defense in Multi-Agent SystemsFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedHotPotQA MAAcMAS5ASR (Attack Success Rate)4Jul 9, 2026MA PoisonRAGNo Defense87ASR4Jul 9, 2026TA InjecAgentAcMAS2ASR4Jul 9, 2026S-PI (GSM8K)AcMAS3ASR4Jul 9, 2026S-PI CSQAAcMAS2ASR4Jul 9, 2026