Adversarial Attack on Gemma 27B-it 3
10Attack Success Rate (ASR)AttackVLM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AttackVLMSimilarity Threshold=0.92026.05 | 10 | 25.8 | |
| M-Attack-V2Similarity Threshold=0.92026.05 | 10 | 39.6 | |
| FRA-AttackSimilarity Threshold=0.92026.05 | 9.5 | 36.9 | |
| FOA-AttackSimilarity Threshold=0.92026.05 | 8.4 | 33.9 | |
| M-AttackSimilarity Threshold=0.92026.05 | 7.7 | 31.8 | |
| SSA-CWASimilarity Threshold=0.92026.05 | 6 | 27.2 | |
| AdvDiffVLMSimilarity Threshold=0.92026.05 | 5 | 26.6 | |
| AnyAttackSimilarity Threshold=0.92026.05 | 4 | 21.6 |