Transferable Adversarial Attack on Kimi K2.5
69ASR (%)FRA-Attack
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FRA-Attack2026.05 | 69 | 56.8 | |
| M-Attack-V22026.05 | 56.3 | 48.3 | |
| FOA-Attack2026.05 | 43.6 | 40.8 | |
| M-Attack2026.05 | 39.4 | 36.4 | |
| FRA-AttackSimilarity Threshold=0.92026.05 | 11 | 56.8 | |
| M-Attack-V2Similarity Threshold=0.92026.05 | 6.7 | 48.3 | |
| FOA-AttackSimilarity Threshold=0.92026.05 | 2.8 | 40.8 | |
| AnyAttack2026.05 | 2 | 2.6 | |
| M-AttackSimilarity Threshold=0.92026.05 | 1.8 | 36.4 | |
| AdvDiffVLM2026.05 | 1 | 3.8 | |
| AttackVLM2026.05 | 0 | 2.7 | |
| SSA-CWA2026.05 | 0 | 1.7 | |
| AttackVLMSimilarity Threshold=0.92026.05 | 0 | 2.7 | |
| AdvDiffVLMSimilarity Threshold=0.92026.05 | 0 | 3.8 | |
| SSA-CWASimilarity Threshold=0.92026.05 | 0 | 1.7 | |
| AnyAttackSimilarity Threshold=0.92026.05 | 0 | 2.6 |