IoT Attack Detection on BoT-IoT (test)
100RecallExtra Trees Classifier
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Extra Trees Classifier2025.10 | 100 | 100 | 100 | 100 | |
| C4.52025.10 | 99.99 | 97.62 | 97.63 | 98.79 | |
| CTGAN with MLP2025.10 | 98.93 | 98.93 | 99.84 | 99.07 | |
| Fuzzy Interpolation2025.10 | 98.8 | 96.41 | 98.8 | 98.8 | |
| SOPA-GA-CNN2025.10 | 97.75 | 98.2 | 97.67 | 97.71 | |
| Modified SVM2025.10 | 97 | 97 | 97 | 97 | |
| DBO-Catboost2025.10 | 96.1 | 96.1 | 96.2 | 96.1 | |
| FRI2025.10 | 96 | 95.4 | 96 | 96 | |
| SGDC2025.10 | 92.48 | — | 92.28 | 92.37 | |
| BTC-SIGBDS2025.10 | — | 94.98 | — | — |