Network Intrusion Detection on IoT NIDS adversarial traffic
79Detection Rate (KNN Attacker)XGBoost
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| XGBoostDefender model=XGBoost, Defense mechanism=Bayesian fusion2026.03 | 79 | 56 | 74 | 72 | 70 | |
| RFDefender model=RF, Defense mechanism=Bayesian fusion2026.03 | 76 | 63 | 69 | 58 | 67 | |
| DTDefender model=DT, Defense mechanism=Bayesian fusion2026.03 | 66 | 39 | 68 | 68 | 60 | |
| KNNDefender model=KNN, Defense mechanism=Bayesian fusion2026.03 | 65 | 61 | 74 | 71 | 68 |