ResearchTasksSecurity RobustnessSecurity RobustnessFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedRug Pull AttackMCPShield0ASR (w/o)6Feb 26, 2026MCP-ArtifactMCPShield40ASR (w/o)6Feb 26, 2026Adaptive AttackMCPShield40ASR (Baseline)6Feb 26, 2026DemonAgentMCPShield0ASR (w/o)6Feb 26, 2026MCPSafetybenchMCPShield5ASR (w/o)6Feb 26, 2026MCPSecbenchMCPShield0ASR (w/o Config)6Feb 26, 2026