Table 10 Cross-dataset validation results for CyberDetect-MLP (trained on TON_IoT).

From: CyberDetect MLP a big data enabled optimized deep learning framework for scalable cyberattack detection in IoT environments

Training dataset

Testing dataset

Accuracy (%)

F1-score (%)

TON_IoT

UNSW-NB15

92.5

90.1

TON_IoT

BoT-IoT

94.0

91.3