Botnet detection on BRIDGE (test)
82.96F1 ScoreTCH-Net
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| TCH-Net2026.04 | 82.96 | 93.8 | 0.6972 | 89.12 | — | |
| Transformer-IDS2026.04 | 79.58 | 91.47 | 0.6255 | 86.99 | 0.0338 | |
| 1D-CNN-IDS2026.04 | 79.32 | 90.76 | 0.6213 | 86.01 | 0.0364 | |
| CNN-LSTM2026.04 | 79.19 | 90.56 | 0.6208 | 85.78 | 0.0377 | |
| BiLSTM-IDS2026.04 | 78.05 | 89.75 | 0.5972 | 84.41 | 0.0491 | |
| BiGRU-IDS2026.04 | 78.05 | 89.62 | 0.5987 | 84.38 | 0.0491 | |
| DeepDefense2026.04 | 76.27 | 87.76 | 0.5638 | 81.92 | 0.0669 | |
| XGBoost2026.04 | 72.65 | 87.04 | 0.5542 | 79.89 | 0.1031 | |
| GraphSAGE-Approx2026.04 | 70.97 | 82.59 | 0.4465 | 74.03 | 0.1199 | |
| Kitsune-AE2026.04 | 70.45 | 82 | 0.4362 | 73.48 | 0.1251 | |
| MLP-IDS2026.04 | 70.39 | 81.52 | 0.4348 | 73.11 | 0.1257 | |
| IoT-DNN2026.04 | 70.09 | 81.46 | 0.4278 | 72.86 | 0.1287 | |
| Random Forest2026.04 | 43.23 | 80.05 | 0.3557 | 62.14 | 0.3973 |