Targeted Adversarial Attack on Gemini 3.1
70.2Attack Success Rate (ASR)PRAF-Attack
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PRAF-Attack2026.05 | 70.2 | 0.5562 | |
| MPCAttack2026.05 | 62.5 | 0.5109 | |
| M-Attack-v22026.05 | 43.8 | 0.4019 | |
| FOA2026.05 | 32.1 | 0.3208 | |
| M-Attack2026.05 | 27.9 | 0.2969 | |
| AdvDiffVLM2026.05 | 5 | 0.1129 | |
| AnyAttack2026.05 | 0.5 | 0.0232 | |
| COA2026.05 | 0 | 0.0124 |