Intrusion Detection 벤치마크
Intrusion Detection on CICIDS2017
| Rank | Model | Accuracy (%) | F1 Score (Macro Avg) | Precision (Macro Avg) | Recall (Macro Avg) | Paper | Code | Year |
|---|---|---|---|---|---|---|---|---|
| 1 | K-Nearest Neighbors | 98.07 | 98.07 | 98.08 | 98.07 | Implementing Lightweight Intrusion Detection System on Resource Constrained Devices | rylandtikes/Lightweight-IDS | 2024 |
| 2 | Random Forest | 98.13 | 98.13 | 98.14 | 98.13 | Implementing Lightweight Intrusion Detection System on Resource Constrained Devices | rylandtikes/Lightweight-IDS | 2024 |