Muhammad Bisri Musthafa

According to our database, Muhammad Bisri Musthafa authored at least 10 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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

A Study on Transfer Learning TinyML-Based Intrusion Detection Framework on IoT Devices.

Jedidah Mwaura, Shunsuke Araki, Muhammad Bisri Musthafa, Samsul Huda, Yasuyuki Nogami

Proceedings of the IEEE International Conference on Consumer Electronics, 2025

A Performance Evaluation of Zeek-Based Intrusion Detection in Agricultural IoT Security.

Samsul Huda, Muhammad Bisri Musthafa, Yasuyuki Nogami

Proceedings of the IEEE International Conference on Consumer Electronics, 2025

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, July, 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

Proceedings of the International Symposium on Information Theory and Its Applications, 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

Proceedings of the IEEE International Conference on Consumer Electronics, 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

Proceedings of the IEEE International Conference on Consumer Electronics, 2024

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

Proceedings of the 13th IEEE Global Conference on Consumer Electronics, 2024

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

Proceedings of the International Conference on Smart Applications, 2023

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

Proceedings of the International Conference on Consumer Electronics - Taiwan, 2023