Md Delwar Hossain

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Computer Networks

Parameter Values

Intrusion Detection System

Top Venues

Publications

Nahid Ferdous Aurna, Md Delwar Hossain, Hideya Ochiai, Yuzo Taenaka, Latifur Khan, Youki Kadobayashi
Banking Malware Detection: Leveraging Federated Learning with Conditional Model Updates and Client Data Heterogeneity. ICISSP (2024)
Md. Mahbubur Rahman, Md Delwar Hossain, Hideya Ochiai, Youki Kadobayashi, Tanjim Sakib, Syed Taha Yeasin Ramadan
Vision Based Malware Classification Using Deep Neural Network with Hybrid Data Augmentation. ICISSP (2024)
Olufemi Abiodun Abraham, Hideya Ochiai, Md Delwar Hossain, Yuzo Taenaka, Youki Kadobayashi
Electricity Theft Detection for Smart Homes: Harnessing the Power of Machine Learning With Real and Synthetic Attacks. IEEE Access 12 (2024)
Sadaf Md. Halim, Md Delwar Hossain, Latifur Khan, Anoop Singhal, Hiroyuki Inoue, Hideya Ochiai, Kevin W. Hamlen, Youki Kadobayashi
Securing Smart Vehicles Through Federated Learning. FPS (1) (2023)
Md Sharafat Hossain, Md Delwar Hossain, Md Mahbubur Rahman, Yuzo Taenaka, Md Saiful Islam, Youki Kadobayashi
A Comparative Performance Analysis of Android Malware Classification Using Supervised and Semi-supervised Deep Learning. SIN (2023)
Md. Bayazid Rahman, Hossen Asiful Mustafa, Md Delwar Hossain
Towards evaluating robustness of violence detection in videos using cross-domain transferability. J. Inf. Secur. Appl. 77 (2023)
Nahid Ferdous Aurna, Md Delwar Hossain, Yuzo Taenaka, Youki Kadobayashi
Federated Learning-Based Credit Card Fraud Detection: Performance Analysis with Sampling Methods and Deep Learning Algorithms. CSR (2023)
Kabid Hassan Shibly, Md Delwar Hossain, Hiroyuki Inoue, Yuzo Taenaka, Youki Kadobayashi
Towards Autonomous Driving Model Resistant to Adversarial Attack. Appl. Artif. Intell. 37 (1) (2023)
Kabid Hassan Shibly, Md Delwar Hossain, Hiroyuki Inoue, Yuzo Taenaka, Youki Kadobayashi
A Feature-Aware Semi-Supervised Learning Approach for Automotive Ethernet. CSR (2023)
Md Delwar Hossain, Hiroyuki Inoue, Hideya Ochiai, Doudou Fall, Youki Kadobayashi
An Effective In-Vehicle CAN Bus Intrusion Detection System Using CNN Deep Learning Approach. GLOBECOM (2020)
Md Delwar Hossain, Hiroyuki Inoue, Hideya Ochiai, Doudou Fall, Youki Kadobayashi
Long Short-Term Memory-Based Intrusion Detection System for In-Vehicle Controller Area Network Bus. COMPSAC (2020)
Md Delwar Hossain, Hideya Ochiai, Doudou Fall, Youki Kadobayashi
LSTM-based Network Attack Detection: Performance Comparison by Hyper-parameter Values Tuning. CSCloud/EdgeCom (2020)
Md Delwar Hossain, Hideya Ochiai, Doudou Fall, Youki Kadobayashi
SSH and FTP brute-force Attacks Detection in Computer Networks: LSTM and Machine Learning Approaches. ICCCS (2020)
Md Delwar Hossain, Hiroyuki Inoue, Hideya Ochiai, Doudou Fall, Youki Kadobayashi
LSTM-Based Intrusion Detection System for In-Vehicle Can Bus Communications. IEEE Access 8 (2020)