Adversarial Detection on ImageNet-1K BIM attack 1.0 (test)
100Test PowerUSAD
Evaluation results
| Method | Links | |
|---|---|---|
| USADepsilon=8/255, Target model=ResNet-502026.06 | 100 | |
| SAMMDepsilon=8/255, Target model=ResNet-50, Step size=epsilon/5, Iteration number=52026.06 | 97 | |
| USADepsilon=1/255, Target model=ResNet-502026.06 | 19.6 | |
| SAMMDepsilon=1/255, Target model=ResNet-50, Step size=epsilon/5, Iteration number=52026.06 | 10.2 |