Adversarial Attack Detection on SVHN unknown attack 1.0 (test)
99.85AUROC (FGSM seen)
Mahalanobis distance-based score
Updated 4d ago
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| 99.85 | 99.12 | 93.47 | 96.95 | ||
| 99.62 | 95.39 | 72.2 | 86.73 | ||
2018.07 | 99.35 | 92.21 | 80.14 | 85.09 | |
2018.07 | 97.86 | 84.88 | 67.28 | 76.58 | |
2018.07 | 86.95 | 83.28 | 84.38 | 82.94 | |
2018.07 | 82.67 | 43.21 | 84.3 | 67.85 |