Intrusion Detection on CIC-DDoS 2019 (Clean)
99.97AccuracyDNN
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DNN2026.06 | 99.97 | 99.99 | 99.98 | 99.98 | |
| XGBoost2026.06 | 99.95 | 99.97 | 99.97 | 99.98 | |
| LightGBM2026.06 | 99.95 | 100 | 100 | 100 | |
| IDS-Anta2026.06 | 99.94 | 100 | 100 | 100 | |
| Random Forest2026.06 | 99.93 | 99.96 | 99.98 | 99.95 | |
| SVM2026.06 | 99.91 | 99.95 | 99.96 | 99.94 | |
| Log. Regression2026.06 | 99.85 | 99.92 | 99.98 | 99.87 |