Table 7 Comparison of multiclass classification of the AWID dataset using FED-IDS and FEDDBN-IDS
From: FEDDBN-IDS: federated deep belief network-based wireless network intrusion detection system
Metrics | AWID | |
|---|---|---|
FED-IDS | FEDDBN-IDS | |
Accuracy | 96 | 99.1 |
Precision | 96.2 | 98.7 |
Recall | 95.5 | 99.3 |
F1-Score | 96.1 | 99 |
Detection Rate | 95.8 | 99.2 |