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

Smart Contract-Based Access Control for the Internet of Things

no code implementations • 13 Feb 2018 • Yuanyu Zhang, Shoji Kasahara, Yulong Shen, Xiaohong Jiang, Jianxiong Wan

This paper investigates a critical access control issue in the Internet of Things (IoT).

Cryptography and Security