Black-box Adversarial Attack on GPT-5
92KMRaM-Attack-V2
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| M-Attack-V2Model=Ensemble2026.02 | 92 | 79 | 30 | 100 | |
| FOA-AttackModel=Ensemble2026.02 | 90 | 67 | 23 | 94 | |
| M-AttackModel=Ensemble2026.02 | 89 | 65 | 25 | 98 | |
| AnyAttackModel=Ensemble2026.02 | 9 | 3 | 0 | 6 | |
| AttackVLMModel=B/162026.02 | 8 | 3 | 2 | 5 | |
| SSA-CWAModel=Ensemble2026.02 | 8 | 4 | 0 | 8 | |
| AttackVLMModel=B/322026.02 | 7 | 5 | 4 | 2 | |
| AdvDiffVLMModel=Ensemble2026.02 | 4 | 2 | 1 | 1 | |
| AttackVLMModel=Laion, Pre-trained on LAION=true2026.02 | 2 | 1 | 0 | 3 |