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Papers Benchmarks Datasets Tasks

Security Robustness research benchmarks · SOTA2 Research

Security Robustness

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Rug Pull Attack

0ASR (w/o)

6

Feb 26, 2026

40ASR (w/o)

6

Feb 26, 2026

Adaptive Attack

40ASR (Baseline)

6

Feb 26, 2026

0ASR (w/o)

6

Feb 26, 2026

5ASR (w/o)

6

Feb 26, 2026

0ASR (w/o Config)

6

Feb 26, 2026

Popular datasets

MCPSecbench MCPSafetybench DemonAgent Adaptive Attack MCP-Artifact

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