Table 6 Comparison of binary 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 | 96.1 | 99.2 |
Precision | 95.8 | 99.3 |
Recall | 95.1 | 99 |
F1-Score | 96 | 98.9 |
Detection rate | 96.3 | 99.5 |