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Adversarial and Jailbreaking Attack Detection research benchmarks · SOTA2 Research

Adversarial and Jailbreaking Attack Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.984AUROC

35

May 6, 2026

MaliciousInstruct

0.883AUROC

20

Feb 26, 2026

0.862AUROC

20

Feb 26, 2026

LLAMAGUARD3-1B-LOGITS

0.889AUROC

20

Feb 26, 2026

0.853AUROC

20

Feb 26, 2026

0.968AUROC

20

Feb 26, 2026

Popular datasets

AdvBench JailbreakBench MaliciousInstruct XSTest HarmBench

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