Muhammad Bisri Musthafa

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 5

Top Topics

Intrusion Detection

Class Distribution

Machine Learning

Top Venues

Publications

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)
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)
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) (2024)
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)
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)