Anomaly Detection on Industrial Control System (ICS) Testbed (Smash & Grab)
82.54PrecisionCNN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CNNAdversary Knowledge=White-box2026.01 | 82.54 | 0.2 | 0.39 | |
| LSTMAdversary Knowledge=White-box2026.01 | 82.35 | 0.16 | 0.32 | |
| TransformerAdversary Knowledge=White-box2026.01 | 72.22 | 0.2 | 0.39 | |
| ResNetAdversary Knowledge=White-box2026.01 | 69.66 | 0.24 | 0.47 | |
| DenseNetAdversary Knowledge=White-box2026.01 | 63.38 | 0.17 | 0.34 | |
| ResNetAdversary Knowledge=Grey-box2026.01 | 51.27 | 60.31 | 55.42 | |
| DenseNetAdversary Knowledge=Grey-box2026.01 | 51.02 | 59.97 | 55.13 | |
| LSTMAdversary Knowledge=Black-box2026.01 | 50.91 | 70.06 | 58.97 | |
| LSTMAdversary Knowledge=Grey-box2026.01 | 50.89 | 60.39 | 55.24 | |
| CNNAdversary Knowledge=Grey-box2026.01 | 50.78 | 29.41 | 54.76 | |
| TransformerAdversary Knowledge=Grey-box2026.01 | 50.74 | 59.62 | 54.82 | |
| ResNetAdversary Knowledge=Black-box2026.01 | 50.65 | 70.12 | 58.81 | |
| CNNAdversary Knowledge=Black-box2026.01 | 50.6 | 69.65 | 58.61 | |
| DenseNetAdversary Knowledge=Black-box2026.01 | 50.58 | 69.89 | 58.69 | |
| TransformerAdversary Knowledge=Black-box2026.01 | 50.53 | 70.01 | 0.99 |