Table 3 Sample size distribution based on different forms of AWID datasets
From: FEDDBN-IDS: federated deep belief network-based wireless network intrusion detection system
Dataset subtype name | Normal | Impersonation | Injection | Flooding |
|---|---|---|---|---|
AWID-CLS-R-Trn | 1,633,190 | 65,379 | 48,522 | 48,484 |
AWID-CLS-R-Tst | 530,785 | 16,682 | 20,079 | 8,097 |
Total | 21,63,975 | 82,061 | 68,601 | 56,581 |
Balanced | 2,05,285 | 82,061 | 68,601 | 56,581 |