Dealing with Imbalanced Classes in Bot-IoT Dataset

no code implementations • 27 Mar 2024 • Jesse Atuhurra, Takanori Hara, Yuanyu Zhang, Masahiro Sasabe, Shoji Kasahara

To evaluate the robustness of the NIDS in the IoT network, the existing work proposed a realistic botnet dataset in the IoT network (Bot-IoT dataset) and applied it to machine learning-based anomaly detection.

Anomaly Detection Binary Classification +1