Adversarial Attack on BUSI (five-fold cross-validation)
100Success RateDiff-PGD
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Diff-PGDBackbone=DenseNet1212024.12 | 100 | 0.3 | 87 | 111.03 | |
| Diff-PGDBackbone=ResNet342024.12 | 100 | 0.31 | 84 | 117.49 | |
| P2PBackbone=DenseNet1212024.12 | 98 | 0.13 | 85 | 45.84 | |
| P2PBackbone=ResNet342024.12 | 97 | 0.12 | 81 | 43.03 | |
| FGSMBackbone=ResNet342024.12 | 96 | 0.41 | 81 | 131.62 | |
| P2PBackbone=SqueezeNet1.12024.12 | 96 | 0.09 | 63 | 47.64 | |
| FGSMBackbone=DenseNet1212024.12 | 88 | 0.4 | 81 | 123.51 | |
| Diff-PGDBackbone=SqueezeNet1.12024.12 | 74 | 0.14 | 56 | 79.51 | |
| PGDBackbone=DenseNet1212024.12 | 57 | 0.29 | 45 | 378.62 | |
| PGDBackbone=ResNet342024.12 | 55 | 0.25 | 37 | 332.01 | |
| FGSMBackbone=SqueezeNet1.12024.12 | 49 | 0.16 | 40 | 118.03 | |
| PGDBackbone=SqueezeNet1.12024.12 | 33 | 0.2 | 30 | 250.38 |