Md Delwar Hossain

According to our database, Md Delwar Hossain authored at least 29 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

FedFusion: Adaptive Model Fusion for Addressing Feature Discrepancies in Federated Credit Card Fraud Detection.

Nahid Ferdous Aurna, Md Delwar Hossain, Latifur Khan, Yuzo Taenaka, Youki Kadobayashi

IEEE Access, 2024

Electricity Theft Detection for Smart Homes: Harnessing the Power of Machine Learning With Real and Synthetic Attacks.

Olufemi Abiodun Abraham, Hideya Ochiai, Md Delwar Hossain, Yuzo Taenaka, Youki Kadobayashi

IEEE Access, 2024

Vision Based Malware Classification Using Deep Neural Network with Hybrid Data Augmentation.

Md. Mahbubur Rahman, Md Delwar Hossain, Hideya Ochiai, Youki Kadobayashi, Tanjim Sakib, Syed Taha Yeasin Ramadan

Proceedings of the 10th International Conference on Information Systems Security and Privacy, 2024

Banking Malware Detection: Leveraging Federated Learning with Conditional Model Updates and Client Data Heterogeneity.

Nahid Ferdous Aurna, Md Delwar Hossain, Hideya Ochiai, Yuzo Taenaka, Latifur Khan, Youki Kadobayashi

Proceedings of the 10th International Conference on Information Systems Security and Privacy, 2024

Optimizing Voice Biometric Verification in Banking with Machine Learning for Speaker Identification.

Oyebode Oluwatobi Oyewale, Md Delwar Hossain, Yuzo Taenaka, Youki Kadobayashi

Proceedings of the 29th IEEE Asia Pacific Conference on Communications, 2024

2023

Towards Autonomous Driving Model Resistant to Adversarial Attack.

Kabid Hassan Shibly, Md Delwar Hossain, Hiroyuki Inoue, Yuzo Taenaka, Youki Kadobayashi

Appl. Artif. Intell., December, 2023

Towards evaluating robustness of violence detection in videos using cross-domain transferability.

Md. Bayazid Rahman, Hossen Asiful Mustafa, Md Delwar Hossain

J. Inf. Secur. Appl., September, 2023

Modbus/RS-485 Attack Detection on Communication Signals with Machine Learning.

Hideya Ochiai, Md Delwar Hossain, Pawissakan Chirupphapa, Youki Kadobayashi, Hiroshi Esaki

IEEE Commun. Mag., June, 2023

Attacker Localization with Machine Learning in RS-485 Industrial Control Networks.

Hideya Ochiai, Md Delwar Hossain, Youki Kadobayashi, Hiroshi Esaki

Proceedings of the 19th IEEE International Conference on Factory Communication Systems, 2023

Electricity Theft Detection for Smart Homes with Knowledge-Based Synthetic Attack Data.

Olufemi Abiodun Abraham, Hideya Ochiai, Md Delwar Hossain, Yuzo Taenaka, Youki Kadobayashi

Proceedings of the 19th IEEE International Conference on Factory Communication Systems, 2023

A Comparative Performance Analysis of Android Malware Classification Using Supervised and Semi-supervised Deep Learning.

Md Sharafat Hossain, Md Delwar Hossain, Md Mahbubur Rahman, Yuzo Taenaka, Md Saiful Islam, Youki Kadobayashi

Proceedings of the 16th International Conference on Security of Information and Networks, 2023

Smart Meter Modbus RS-485 Intrusion Detection by Federated Learning Approach.

Md Delwar Hossain, Hideya Ochiai, Latifur Khan, Youki Kadobayashi

Proceedings of the 15th International Conference on Computer and Automation Engineering, 2023

Securing Smart Vehicles Through Federated Learning.

Sadaf Md. Halim, Md Delwar Hossain, Latifur Khan, Anoop Singhal, Hiroyuki Inoue, Hideya Ochiai, Kevin W. Hamlen, Youki Kadobayashi

Proceedings of the Foundations and Practice of Security - 16th International Symposium, 2023

A Feature-Aware Semi-Supervised Learning Approach for Automotive Ethernet.

Kabid Hassan Shibly, Md Delwar Hossain, Hiroyuki Inoue, Yuzo Taenaka, Youki Kadobayashi

Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2023

Federated Learning-Based Credit Card Fraud Detection: Performance Analysis with Sampling Methods and Deep Learning Algorithms.

Nahid Ferdous Aurna, Md Delwar Hossain, Yuzo Taenaka, Youki Kadobayashi

Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2023

A Risk Assessment Study: Encircling Docker Container Assets on IaaS Cloud Computing Topology.

Mohammad Hafiz Hersyah, Md Delwar Hossain, Yuzo Taenaka, Youki Kadobayashi

Proceedings of the 6th Conference on Cloud and Internet of Things, 2023

2MiCo: A Contrastive Semi-Supervised Method with Double Mixup for Smart Meter Modbus RS-485 Communication Security.

Xiaodi Li, Md Delwar Hossain, Hideya Ochiai, Latifur Khan

Proceedings of the 9th Intl Conference on Big Data Security on Cloud, 2023

2022

Smart Meter Modbus RS-485 Spoofing Attack Detection by LSTM Deep Learning Approach.

Md Delwar Hossain, Hideya Ochiai, Tatsuya Arisawa, Youki Kadobayashi

Proceedings of the 9th Swiss Conference on Data Science, 2022

Unsupervised Anomaly Detection in RS-485 Traffic using Autoencoders with Unobtrusive Measurement.

Pawissakan Chirupphapa, Md Delwar Hossain, Hiroshi Esaki, Hideya Ochiai

Proceedings of the IEEE International Performance, 2022

Autonomous Driving Model Defense Study on Hijacking Adversarial Attack.

Kabid Hassan Shibly, Md Delwar Hossain, Hiroyuki Inoue, Yuzo Taenaka, Youki Kadobayashi

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

A Federated Approach for Learning from Electronic Health Records.

Sadaf Md. Halim, Latifur Khan, Kevin W. Hamlen, Bhavani Thuraisingham, Md Delwar Hossain

Proceedings of the 8th IEEE Intl Conference on Big Data Security on Cloud, 2022

Personalized Federated Learning for Automotive Intrusion Detection Systems.

Kabid Hassan Shibly, Md Delwar Hossain, Hiroyuki Inoue, Yuzo Taenaka, Youki Kadobayashi

Proceedings of the 2022 IEEE Future Networks World Forum, 2022

Unauthorized Power Usage Detection Using Gradient Boosting Classifier in Disaggregated Smart Meter Home Network.

Olufemi Abiodun Abraham, Hideya Ochiai, Kabid Hassan Shibly, Md Delwar Hossain, Yuzo Taenaka, Youki Kadobayashi

Proceedings of the 2022 IEEE Future Networks World Forum, 2022

2020

LSTM-Based Intrusion Detection System for In-Vehicle Can Bus Communications.

Md Delwar Hossain, Hiroyuki Inoue, Hideya Ochiai, Doudou Fall, Youki Kadobayashi

IEEE Access, 2020

An Effective In-Vehicle CAN Bus Intrusion Detection System Using CNN Deep Learning Approach.

Md Delwar Hossain, Hiroyuki Inoue, Hideya Ochiai, Doudou Fall, Youki Kadobayashi

Proceedings of the IEEE Global Communications Conference, 2020

LSTM-based Network Attack Detection: Performance Comparison by Hyper-parameter Values Tuning.

Md Delwar Hossain, Hideya Ochiai, Doudou Fall, Youki Kadobayashi

Proceedings of the 7th IEEE International Conference on Cyber Security and Cloud Computing, 2020

Long Short-Term Memory-Based Intrusion Detection System for In-Vehicle Controller Area Network Bus.

Md Delwar Hossain, Hiroyuki Inoue, Hideya Ochiai, Doudou Fall, Youki Kadobayashi

Proceedings of the 44th IEEE Annual Computers, Software, and Applications Conference, 2020

SSH and FTP brute-force Attacks Detection in Computer Networks: LSTM and Machine Learning Approaches.

Md Delwar Hossain, Hideya Ochiai, Doudou Fall, Youki Kadobayashi

Proceedings of the 5th International Conference on Computer and Communication Systems, 2020

2015

Microwave imaging for the detection and localization of breast tissue malignancies using time reversal beamforming

Md Delwar Hossain

PhD thesis, 2015