Anomaly Detection on Industrial
98AccuracyTransformer+GWO+SHAP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Transformer+GWO+SHAPFeat. (Number of features)=NR, Win. (Window size)=NR, HW (Hardware)=Server, Detection Focus=IIoT detection + explainability, PLC-D (Solution deployed on PLC)=No2026.05 | 98 | 99.6 | — | |
| Logistic BoostingFeat. (Number of features)=NR, Win. (Window size)=NR, HW (Hardware)=Server, Detection Focus=Classical ML anomaly, PLC-D (Solution deployed on PLC)=No2026.05 | 96 | — | 94.1 |