Anomaly Detection on Industrial Control System (ICS) Testbed (Low & Slow)
75PrecisionDenseNet
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DenseNetAdversary Knowledge=White-box2026.01 | 75 | 0.06 | 0.11 | |
| TransformerAdversary Knowledge=White-box2026.01 | 62.16 | 0.09 | 0.17 | |
| CNNAdversary Knowledge=Grey-box2026.01 | 55.84 | 31.31 | 40.12 | |
| ResNetAdversary Knowledge=Grey-box2026.01 | 55.55 | 31.42 | 40.14 | |
| TransformerAdversary Knowledge=Grey-box2026.01 | 55.28 | 31.73 | 40.32 | |
| LSTMAdversary Knowledge=Grey-box2026.01 | 54.61 | 36.88 | 44.03 | |
| DenseNetAdversary Knowledge=Grey-box2026.01 | 53.77 | 28.16 | 36.97 | |
| LSTMAdversary Knowledge=White-box2026.01 | 52.94 | 0.1 | 0.2 | |
| ResNetAdversary Knowledge=White-box2026.01 | 52 | 0.1 | 0.2 | |
| CNNAdversary Knowledge=White-box2026.01 | 51.85 | 0.05 | 0.11 | |
| ResNetAdversary Knowledge=Black-box2026.01 | 50.71 | 69.84 | 58.76 | |
| DenseNetAdversary Knowledge=Black-box2026.01 | 50.67 | 69.78 | 58.71 | |
| CNNAdversary Knowledge=Black-box2026.01 | 50.6 | 69.23 | 58.46 | |
| TransformerAdversary Knowledge=Black-box2026.01 | 50.55 | 69.36 | 58.48 | |
| LSTMAdversary Knowledge=Black-box2026.01 | 50.53 | 69.62 | 58.56 |