Evaluation of machine learning based optimized feature selection approaches and classification methods for Intrusion Detection System. - Muhammad Bisri Musthafa; Ali Md. Arshad; Samsul Huda; Yuta Kodera; Takuya Kusaka; Yasuyuki Nogami (ICCE-Taiwan, 2023)

A Proposal of IoT Application for Plant Monitoring System with AWS Cloud Service. - Samsul Huda; Yasuyuki Nogami; Takuma Akada; Maya Rahayu; Md. Biplob Hossain; Muhammad Bisri Musthafa; Le Hoang Anh; Yang Jie (SmartNets, 2023)

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 Secure Authentication for Plant Monitoring System Sensor Data Access. - Samsul Huda; Yasuyuki Nogami; Md. Biplob Hossain; Yang Jie; Le Hoang Anh; Muhammad Bisri Musthafa; Maya Rahayu; Takuma Akada (ICCE, 2024)

Evaluation of IDS model by improving accuracy and reducing overfitting using stacking LSTM. - Muhammad Bisri Musthafa; Samsul Huda; Ali Md. Arshad; Yuta Kodera; Yasuyuki Nogami (ICCE, 2024)

Generative Adversarial Networks for Imbalanced Dataset Intrusion Detection in Software-Defined Networking. - S. M. Shamim; Muhammad Bisri Musthafa; Samsul Huda; Yuta Kodera; Yasuyuki Nogami (ISITA, 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 Performance Evaluation of Zeek-Based Intrusion Detection in Agricultural IoT Security. - Samsul Huda; Muhammad Bisri Musthafa; Yasuyuki Nogami (ICCE, 2025)

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)

Optimized Ensemble Deep Learning for Real-Time Intrusion Detection on Resource-Constrained Raspberry Pi Devices. - Muhammad Bisri Musthafa; Samsul Huda; Tuy Tan Nguyen; Yuta Kodera; Yasuyuki Nogami (IEEE Access, 2025)