Multi-class attack detection on SWaT 36 scenarios (test)
97.3Normal Precisioni-SDT
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| i-SDTEvaluation Protocol=Linear Probing, gamma=0.902026.03 | 97.3 | 98.7 | 98 | 89.7 | 86.5 | 88.1 | 88.3 | 85.1 | 86.7 | 1.1 | 87.4 | 56.2 | |
| i-SDTEvaluation Protocol=Linear Probing, gamma=0.802026.03 | 96.7 | 98.1 | 97.4 | 91.2 | 89.4 | 90.3 | 89.7 | 87.1 | 88.4 | 3.3 | 89.4 | 43.7 | |
| TranADEvaluation Protocol=Linear Probing2026.03 | 94.2 | 96.4 | 95.3 | 85.1 | 82.1 | 83.6 | 81.6 | 78.7 | 80.1 | 5.9 | 81.9 | 68.5 | |
| MTAD-GATEvaluation Protocol=Linear Probing2026.03 | 93.1 | 95.8 | 94.4 | 83.6 | 80.3 | 81.9 | 80.4 | 77.1 | 78.7 | 6.7 | 80.3 | 74.2 | |
| USADEvaluation Protocol=Linear Probing2026.03 | 91.8 | 94.9 | 93.3 | 81.2 | 77.1 | 79.1 | 77.9 | 72.4 | 75.1 | 7.6 | 77.1 | 87.6 | |
| OmniAnomalyEvaluation Protocol=Linear Probing2026.03 | 90.3 | 94.1 | 92.2 | 79.1 | 74.8 | 76.9 | 76.3 | 69.4 | 72.7 | 9.1 | 74.8 | 98.4 |