A Deployment of Ensemble-Based IDS on Raspberry Pi. - Muhammad Bisri Musthafa; Samsul Huda; S. M. Shamim; Yuta Kodera; Jedidah Mwaura; Shunsuke Araki; Yasuyuki Nogami (GCCE, 2024)

A Study on DDoS Attacks Detection on IoT Devices Using Machine Learning for Microcontrollers. - Jedidah Mwaura; Shunsuke Araki; Ken'ichi Kakizaki (ICCE, 2024)

Optimizing IoT Intrusion Detection Using Balanced Class Distribution, Feature Selection, and Ensemble Machine Learning Techniques. - Muhammad Bisri Musthafa; Samsul Huda; Yuta Kodera; Md. Arshad Ali; Shunsuke Araki; Jedidah Mwaura; Yasuyuki Nogami (Sensors, 2024)

A Study on Transfer Learning TinyML-Based Intrusion Detection Framework on IoT Devices. - Jedidah Mwaura; Shunsuke Araki; Muhammad Bisri Musthafa; Samsul Huda; Yasuyuki Nogami (ICCE, 2025)