Intrusion Detection on CIC-IDS 2017 (Clean)
99.58AccuracyIDS-Anta
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| IDS-AntaTest Condition=Clean2026.06 | 99.58 | 100 | 100 | 100 | |
| Random ForestTest Condition=Clean2026.06 | 99.55 | 99.67 | 99.75 | 99.59 | |
| LightGBMTest Condition=Clean2026.06 | 99.31 | 99.49 | 99.26 | 99.72 | |
| XGBoostTest Condition=Clean2026.06 | 99.3 | 99.48 | 99.32 | 99.65 | |
| DNNTest Condition=Clean2026.06 | 98.51 | 97.64 | 99.24 | 96.1 | |
| SVMTest Condition=Clean2026.06 | 93.82 | 95.5 | 94.51 | 96.5 | |
| Log. RegressionTest Condition=Clean2026.06 | 69.37 | 79.37 | 73.09 | 86.82 |