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ORCIDMuhammad Bisri Musthafa
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2020 – today
- 2025
[j2]Muhammad Bisri Musthafa
, Samsul Huda, Tuy Tan Nguyen, Yuta Kodera, Yasuyuki Nogami:
Optimized Ensemble Deep Learning for Real-Time Intrusion Detection on Resource-Constrained Raspberry Pi Devices. IEEE Access 13: 113544-113556 (2025)- [c8]Samsul Huda, Muhammad Bisri Musthafa, Yasuyuki Nogami:
A Performance Evaluation of Zeek-Based Intrusion Detection in Agricultural IoT Security. ICCE 2025: 1-6 - [c7]Jedidah Mwaura, Shunsuke Araki, Muhammad Bisri Musthafa, Samsul Huda, Yasuyuki Nogami:
A Study on Transfer Learning TinyML-Based Intrusion Detection Framework on IoT Devices. ICCE 2025: 1-6 - 2024
- [j1]Muhammad Bisri Musthafa, Samsul Huda, Yuta Kodera, Md. Arshad Ali, Shunsuke Araki, Jedidah Mwaura, Yasuyuki Nogami:
Optimizing IoT Intrusion Detection Using Balanced Class Distribution, Feature Selection, and Ensemble Machine Learning Techniques. Sensors 24(13): 4293 (2024) - [c6]Muhammad Bisri Musthafa, Samsul Huda, S. M. Shamim, Yuta Kodera, Jedidah Mwaura, Shunsuke Araki, Yasuyuki Nogami:
A Deployment of Ensemble-Based IDS on Raspberry Pi. GCCE 2024: 184-185 - [c5]Samsul Huda, Yasuyuki Nogami, Md. Biplob Hossain, Yang Jie, Le Hoang Anh, Muhammad Bisri Musthafa, Maya Rahayu, Takuma Akada:
A Secure Authentication for Plant Monitoring System Sensor Data Access. ICCE 2024: 1-2 - [c4]Muhammad Bisri Musthafa, Samsul Huda, Ali Md. Arshad, Yuta Kodera, Yasuyuki Nogami:
Evaluation of IDS model by improving accuracy and reducing overfitting using stacking LSTM. ICCE 2024: 1-5 - [c3]S. M. Shamim, Muhammad Bisri Musthafa, Samsul Huda, Yuta Kodera, Yasuyuki Nogami:
Generative Adversarial Networks for Imbalanced Dataset Intrusion Detection in Software-Defined Networking. ISITA 2024: 103-108 - 2023
- [c2]Muhammad Bisri Musthafa, Ali Md. Arshad, Samsul Huda, Yuta Kodera, Takuya Kusaka, Yasuyuki Nogami:
Evaluation of machine learning based optimized feature selection approaches and classification methods for Intrusion Detection System. ICCE-Taiwan 2023: 285-286 - [c1]Samsul Huda, Yasuyuki Nogami, Takuma Akada, Maya Rahayu, Md. Biplob Hossain, Muhammad Bisri Musthafa, Le Hoang Anh, Yang Jie:
A Proposal of IoT Application for Plant Monitoring System with AWS Cloud Service. SmartNets 2023: 1-5
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