Adversarial Attack on ImageNet (subset)
100Attack Success Rate (ASR)CAC
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CACTarget Model=ResNet-50, Attack Setting=soft-label2026.03 | 100 | 489.93 | 36.396 | 19.038 | 0.122 | 0.068 | |
| SQUAREATTACK l∞Target Model=ResNet-50, Attack Setting=soft-label2026.03 | 98 | 500 | 89.292 | 4.953 | 0.25 | 0 | |
| SPARSERSTarget Model=ResNet-50, Attack Setting=soft-label2026.03 | 94 | 500 | 44.47 | 2.574 | 0.994 | 0.017 |