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MaliciousInstruct dataset and benchmarks · SOTA2 Research

Research Datasets

MaliciousInstruct

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Jailbreak Attack

MaliciousInstruct

100ASR

161

Visual Jailbreaking Attack

MaliciousInstruct

92ASR

61

MaliciousInstruct (test)

4.63BERT Score

32

Jailbreak Defense

MaliciousInstruct

0ASR (GCG)

30

Adversarial and Jailbreaking Attack Detection

MaliciousInstruct

0.883AUROC

20

MaliciousInstruct

4.8BERT Score

11

Jailbreak Attack

MaliciousInstruct (test)

95ASR (Refusal)

10

Jailbreak Attack

MaliciousInstruct

62ASR (Google Banana 2)

8

Jailbreak Attack

MaliciousInstruct 41 (test)

0.935ASR

6

Popular tasks

Jailbreak Attack Jailbreaking Jailbreak Defense Adversarial and Jailbreaking Attack Detection Visual Jailbreaking Attack

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