Table 5 Description of the basic, balanced, and mixed scenarios
From: FEDDBN-IDS: federated deep belief network-based wireless network intrusion detection system
Scenario | Device | Entropy |
|---|---|---|
Basic | 1 | 0.520 |
2 | 0 | |
3 | 0.286 | |
4 | 0 | |
5 | 0.388 | |
6 | 0.472 | |
7 | 0.119 | |
8 | 0 | |
9 | 0.087 | |
10 | 0.085 | |
Balanced | 1–10 | 0.761 |
Mixed | 1 | 0.662 |
2 | 0.664 | |
4 | 0.668 | |
6 | 0.698 | |
8 | 0.702 |