Immunization on SHHQ Target: Gemini
88.5Immunization RateMIRAGE
Evaluation Results
| Method | Links | |
|---|---|---|
| MIRAGEEvaluation Protocol=Explicit API refusal, Perturbation budget=16/2552026.06 | 88.5 | |
| TDAEEvaluation Protocol=VLM-as-a-judge, Perturbation budget=16/2552026.06 | 12.2 | |
| PhotoGuardEvaluation Protocol=VLM-as-a-judge, Perturbation budget=16/2552026.06 | 10.8 | |
| BlurGuardEvaluation Protocol=VLM-as-a-judge, Perturbation budget=16/2552026.06 | 8.8 | |
| PhotoGuard-VAEEvaluation Protocol=VLM-as-a-judge, Perturbation budget=16/2552026.06 | 5.4 | |
| SquareAttackEvaluation Protocol=Explicit API refusal, Perturbation budget=16/2552026.06 | 0 |