Jailbreak Detection on GCG_adapt jailbreak prompts Vicuna-7B (test)
92ASRSaP
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SaPAdaptive loss coefficient (λ)=0.1, Target Model=Vicuna-7B2026.06 | 92 | 0 | 8 | 92 | |
| HiddenDetectAdaptive loss coefficient (λ)=0.1, Target Model=Vicuna-7B2026.06 | 90 | 0 | 5 | 90 | |
| HSFAdaptive loss coefficient (λ)=0.1, Target Model=Vicuna-7B2026.06 | 90 | 0 | 7 | 90 | |
| MTKAdaptive loss coefficient (λ)=0.1, Adaptive loss=J3, Target Model=Vicuna-7B2026.06 | 88 | 85 | 4 | 13 | |
| GradSafeAdaptive loss coefficient (λ)=0.05, Target Model=Vicuna-7B2026.06 | 81 | 0 | 4 | 81 |