Intrusion Detection on CICIDS2017
Metric: Precision (higher is better)
Metric: Precision (higher is better)
| # | Model↕ | Precision▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | OC-SVM / RF | 99.26 | No | - | - | Code |
| 2 | Random Forest | 98.2 | Yes | - | - | Code |
| 3 | CNN-BiLSTM | 95.9 | Yes | - | - | Code |
| 4 | DBN | 88.7 | No | An Intrusion Detection System based on Deep Beli... | 2022-07-05 | Code |
| 5 | MLP | 81.7 | No | An Intrusion Detection System based on Deep Beli... | 2022-07-05 | Code |