Multiclass Detection on AWID3
98AccuracyML Model Pipeline 2
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ML Model Pipeline 2Year=20252025.12 | 98 | 98 | 98 | 98 | 2 | |
| SM-GBTYear=20242025.12 | 97 | 95 | 96 | 95 | 4 | |
| Cyber-Sentinet (ResNet + SHAP)Year=20252025.12 | 97 | 98 | 96 | 99 | 2 | |
| CPS-IIoT-P2AttentionYear=20252025.12 | 97 | 98 | 96 | 97 | 3 | |
| kTRACKERYear=20222025.12 | 96 | 94 | 95 | 94 | 5 | |
| AttackNet (CNN-GRU)Year=20242025.12 | 96 | 97 | 94 | 96 | 3 | |
| CWFLAM-VAE (XGBoost)Year=20252025.12 | 96 | 97 | 91 | 94 | 3 | |
| Best of Both WorldsYear=20222025.12 | 93 | 91 | 92 | 91 | 5 | |
| Multi-class Neural NetworkYear=20222025.12 | 93 | 90 | 91 | 90 | 6 | |
| ANOVA Algorithm TechniqueYear=20232025.12 | 90 | 88 | 89 | 88 | 7 | |
| Unsupervised FrameworkYear=20212025.12 | 88 | 84 | 86 | 85 | 9 |