Binary Network Intrusion Detection on CICIDS 2017
99.6F1 ScoreLUCID
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LUCID#Classes=2, Study=[8]2022.07 | 99.6 | 99.9 | 99.3 | |
| 1D-CNN+LSTM#Classes=2, Study=[22]2022.07 | 98.2 | 99.1 | 97.4 | |
| 1D-CNN#Classes=2, Study=[22]2022.07 | 93.9 | 90.1 | 98.1 | |
| LSTM#Classes=2, Study=[22]2022.07 | 89.5 | 89.8 | 98.4 | |
| MLP#Classes=2, Study=[22]2022.07 | 87.2 | 86.2 | 88.4 |