Anomaly Detection on SMD Under DTW-based Adversarial Attack, epsilon_att = 1.0
46.4F1 ScoreDTW-Certified Defense
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DTW-Certified DefenseDefense Method=DTW-certified defense, Attack Budget=1.0, Model Architecture=COUTA2026.05 | 46.4 | 83.8 | |
| lp-norm Certified DefenseDefense Method=lp-norm certified defense, Attack Budget=1.0, Model Architecture=COUTA2026.05 | 39.2 | 74.1 | |
| Undefended Base ModelDefense Method=None, Attack Budget=1.0, Model Architecture=COUTA2026.05 | 25.3 | 69.8 |