Intrusion Detection on Industry-level ICS main testbed
52RecallDRL detector + Ensemble + Adv. training
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DRL detector + Ensemble + Adv. training2026.01 | 52 | 0.48 | |
| Ensemble (CNN+LSTM+Trf)Extension=Adv. training (vs static attacker)2026.01 | 49 | 0.51 | |
| Ensemble (CNN+LSTM+Trf)Extension=Adv. training (vs adaptive attacker)2026.01 | 45 | 0.55 | |
| DRL detectorConfiguration=solo2026.01 | 41 | 0.59 | |
| Ensemble (CNN+LSTM+Trf)Extension=Input purification2026.01 | 39 | 0.61 | |
| Ensemble (CNN+LSTM+Trf)Extension=Dynamic thresholds2026.01 | 37 | 0.63 | |
| Ensemble (CNN+LSTM+Trf)2026.01 | 33 | 0.67 |