Multi-class Attack Detection on WADI 15 scenarios (test)
95.8Precision (Normal)i-SDT
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| i-SDTEvaluation protocol=Linear Probing, gamma (γ)=0.802026.03 | 95.8 | 97.6 | 96.7 | 88.7 | 86.4 | 87.5 | 87.1 | 84.2 | 85.6 | 4.2 | 86.6 | 51.4 | |
| TranADEvaluation protocol=Linear Probing2026.03 | 92.4 | 95.8 | 94.1 | 81.4 | 78.6 | 80 | 78.3 | 74.9 | 76.6 | 7.4 | 78.3 | 76.9 | |
| MTAD-GATEvaluation protocol=Linear Probing2026.03 | 91.6 | 95.4 | 93.5 | 80.3 | 77.4 | 78.8 | 77.1 | 73.8 | 75.4 | 8.1 | 77.1 | 81.6 | |
| USADEvaluation protocol=Linear Probing2026.03 | 89.7 | 93.9 | 91.8 | 74.9 | 70.3 | 72.5 | 71.8 | 66.2 | 68.9 | 9.8 | 70.7 | 95.3 | |
| OmniAnomalyEvaluation protocol=Linear Probing2026.03 | 88.1 | 92.8 | 90.4 | 71.7 | 66.9 | 69.2 | 69.4 | 63.1 | 66.1 | 11.9 | 67.7 | 112.7 |