Table 10 Cross-dataset validation results for CyberDetect-MLP (trained on TON_IoT).
Training dataset | Testing dataset | Accuracy (%) | F1-score (%) |
|---|---|---|---|
TON_IoT | UNSW-NB15 | 92.5 | 90.1 |
TON_IoT | BoT-IoT | 94.0 | 91.3 |
Training dataset | Testing dataset | Accuracy (%) | F1-score (%) |
|---|---|---|---|
TON_IoT | UNSW-NB15 | 92.5 | 90.1 |
TON_IoT | BoT-IoT | 94.0 | 91.3 |