Table 3.
Sample training data of AETL.
| S. no | Packets received at BS | Residual energy | Routing overhead | Intrusion class label |
|---|---|---|---|---|
| 1 | 13 | 0.68527 | 0.1 | 1 (Normal) |
| 2 | 13 | 0.681955 | 0.1 | 1(Normal) |
| 3 | 2 | −711.94 | 1 | 2 (Malicious) |
| 4 | 13 | 0.669987 | 0.1 | 1(Normal) |
| 5 | 13 | 0.684746 | 0.1 | 1(Normal) |
| 6 | 13 | 0.683637 | 0.1 | 1(Normal) |
| 7 | 13 | 0.68081 | 0.1 | 1(Normal) |
| 8 | 2 | −27053.9 | 1 | 2(Malicious) |
| 9 | 13 | 0.669273 | 0.1 | 1(Normal) |
| 10 | 13 | 0.689215 | 0.1 | 1(Normal) |
| 11 | 13 | 0.687849 | 0.1 | 1(Normal) |
| 12 | 13 | 0.665702 | 0.1 | 1(Normal) |
| 13 | 2 | −6,161,911 | 1 | 2(Malicious) |
| 14 | 13 | 0.659846 | 0.1 | 1(Normal) |
| 15 | 2 | −369,346 | 1 | 2(Malicious) |
| 16 | 13 | 0.676641 | 0.1 | 1(Normal) |
| 17 | 2 | −727,236 | 1 | 2(Malicious) |
| 18 | 13 | 0.678375 | 0.1 | 1(Normal) |
| 19 | 13 | 0.665889 | 0.1 | 1(Normal) |
| 20 | 13 | 0.679048 | 0.1 | 1(Normal) |