Adversarial Robustness on SVHN (test)
96.06Natural AccuracyHypocritical Perturbation
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Hypocritical PerturbationDefense budget=8/2552022.01 | 96.06 | 59.41 | 38.17 | 37.29 | 40.54 | 35.43 | |
| None (clean)Defense budget=8/2552022.01 | 93.95 | 71.83 | 57.15 | 56.02 | 54.93 | 50.5 | |
| Adversarial PoisoningDefense budget=8/2552022.01 | 87.5 | 56.12 | 46.71 | 46.32 | 45.7 | 42.48 |