Intrusion Detection on CEC-CIC-IDS Clean 2018
99.95AccuracyRandom Forest
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Random Forest2026.06 | 99.95 | 99.58 | 99.83 | 99.33 | |
| XGBoost2026.06 | 99.94 | 99.41 | 99.33 | 99.49 | |
| LightGBM2026.06 | 99.94 | 100 | 100 | 100 | |
| IDS-AntaDescription=Ensemble selection2026.06 | 99.92 | 100 | 100 | 100 | |
| DNN2026.06 | 99.79 | 97.89 | 98.64 | 97.15 | |
| SVM2026.06 | 99.33 | 93.33 | 94.2 | 92.47 | |
| Log. Regression2026.06 | 97.99 | 77.38 | 89.1 | 96.73 |