Targeted Adversarial Attack Transferability on 100 image pairs Target: LLaVA-1.6-13B (test)
88.6Attack Success Rate (ASR)PRAF-Attack
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PRAF-Attack2026.05 | 88.6 | 73.13 | |
| MPCAttack2026.05 | 83.1 | 67.1 | |
| M-Attack-v22026.05 | 81.7 | 65.5 | |
| FOA2026.05 | 71.7 | 58.07 | |
| M-Attack2026.05 | 66.6 | 55.57 | |
| AdvDiffVLM2026.05 | 30.9 | 28.51 | |
| AnyAttack2026.05 | 3 | 5.14 | |
| COA2026.05 | 0.3 | 1.8 |