DDoS Detection on Bot-IoT
99.6AccuracyDiRLU (student)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DiRLU (student)FLOPS=2,370, Params=3,014, Dataset Subset=25%2026.07 | 99.6 | — | — | 99.8 | |
| DDAD-SOEL2025.11 | 99.34 | 97.36 | 97.34 | 97.34 | |
| RBF-SVM2025.11 | 99.33 | 99.22 | 99.08 | 99.15 | |
| Graph-Ensemble IDS2025.11 | 99.1 | 96.8 | 98.3 | 97.5 | |
| Transformer-RL IDS2025.11 | 98.7 | 95.2 | 97.8 | 96.4 | |
| DeepEdgeIDS2025.11 | 98 | 92.4 | 97.6 | 94.9 | |
| Lightweight ML IDS2025.11 | 96.5 | 91 | 94 | 92.4 | |
| AutoDRL-IDS2025.11 | 94 | 91.7 | 92 | 91.3 | |
| RL-Based HBOS2025.11 | 94 | 94 | 94 | 91 |