From: Improving anomaly detection in SCADA network communication with attribute extension
FNR | FPR | \(F_{1}\) score | MCC | AUC score | |
---|---|---|---|---|---|
Baseline | |||||
Minimum | 0.453 | 0.062 | 0.643 | 0.303 | 0.694 |
Maximum | 0.540 | 0.075 | 0.677 | 0.373 | 0.739 |
Average (SD) | 0.492 (0.020) | 0.068 (0.002) | 0.663 (0.007) | 0.344 (0.015) | 0.719 (0.010) |
Endline | |||||
Minimum | 0.000 | 0.026 | 0.884 | 0.790 | 0.980 |
Maximum | 0.008 | 0.031 | 0.900 | 0.816 | 0.986 |
Average (SD) | 0.003 (0.002) | 0.028 (0.001) | 0.891 (0.004) | 0.802 (0.006) | 0.983 (0.001) |