Table 2 Different forms of AWID datasets based on the sample size distribution
From: FEDDBN-IDS: federated deep belief network-based wireless network intrusion detection system
Dataset subtype name | Classes | Size | Type | Records |
|---|---|---|---|---|
AWID-attack-full-training | 10 | Full | Train | 162,375,247 |
AWID-attack-full-testing | 17 | Full | Test | 48,524,866 |
AWID-class-full-training | 4 | Full | Train | 162,375,247 |
AWID-class-full-testing | 4 | Full | Test | 48,524,866 |
AWID-attack-reduced-training | 10 | Reduced | Train | 1,795,575 |
AWID-attack-reduced-testing | 15 | Reduced | Test | 575,643 |
AWID-class-reduced-training | 4 | Reduced | Train | 1,795,575 |
AWID-class-reduced-testing | 4 | Reduced | Test | 530,643 |