Adversarial Robustness on CUB-200 (test)
2.65HSJA (Naive) Median DistanceDefensive Distillation
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Defensive DistillationRobust Method=Distillation, Distance Norm=l2, epsilon=2, Backbone=ResNet50, Distillation Temperature (T)=22026.04 | 2.65 | 57 | 1.16 | 28 | 1.05 | 23 | 1.05 | 24 | 1.02 | 25 | |
| TRADESRobust Method=TRADES, Distance Norm=l2, epsilon=2, Backbone=ResNet502026.04 | 2.95 | 74 | 0.88 | 24 | 0.9 | 25 | 0.91 | 26 | 0.92 | 25 |