Table 13.
Binary-class attack classification results in term of F1-score.
| Network Feature | F1 Score | Mean | Std |
|---|---|---|---|
| Packet-flow | 90.143 | 90.188 | 0.118 |
| 90.170 | |||
| 90.007 | |||
| 90.253 | |||
| 90.365 | |||
| Bi-flow | 93.978 | 93.958 | 0.011 |
| 93.946 | |||
| 93.951 | |||
| 93.962 | |||
| 93.954 | |||
| Uni-flow | 93.609 | 93.633 | 0.025 |
| 93.641 | |||
| 93.670 | |||
| 93.600 | |||
| 93.645 |