Table 2 Intrusion detection performance on CICIDS 2017 Dataset.
Method | Accuracy (%) | Precision (%) | Recall (%) | F1 Score (%) |
|---|---|---|---|---|
Proposed GNN-AID | 98.7 | 97.9 | 98.5 | 98.2 |
RCBDM EVSET [5] | 92.4 | 90.5 | 91.1 | 90.8 |
BB IoTSA [8] | 94.1 | 92.3 | 93.5 | 92.9 |
HCNNLSTM TFPE [25] | 95.8 | 94.5 | 94.9 | 94.7 |