I2P Traffic Detection on SafeSurf Darknet 2025 (test)
99.96Accuracy (Acc)Random Forest
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Random ForestTraining Time (s)=82.322026.05 | 99.96 | 99.96 | 99.7 | 99.83 | 100 | |
| XGBoostTraining Time (s)=19.172026.05 | 99.93 | 99.96 | 99.5 | 99.73 | 100 | |
| LightGBMTraining Time (s)=9.052026.05 | 99.83 | 99.24 | 99.41 | 99.33 | 100 | |
| DNNTraining Time (s)=94.882026.05 | 99.74 | 99.67 | 98.21 | 98.94 | 99.95 | |
| SVMTraining Time (s)=188.592026.05 | 98.92 | 94.64 | 96.82 | 95.72 | 99.71 |