Anomaly Detection on MSL Under DTW-based Adversarial Attack, epsilon_att = 1.0
78.4F1-scoreDTW-Certified Defense
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DTW-Certified DefenseDefense Method=DTW-certified defense, Attack Budget=1.0, Model Architecture=COUTA2026.05 | 78.4 | 96.6 | |
| Undefended Base ModelDefense Method=None, Attack Budget=1.0, Model Architecture=COUTA2026.05 | 69.4 | 93.8 | |
| lp-norm Certified DefenseDefense Method=lp-norm certified defense, Attack Budget=1.0, Model Architecture=COUTA2026.05 | 67.2 | 94.3 |