Microwave imaging for the detection and localization of breast tissue malignancies using time reversal beamforming - Md Delwar Hossain (2015)

SSH and FTP brute-force Attacks Detection in Computer Networks: LSTM and Machine Learning Approaches. - Md Delwar Hossain; Hideya Ochiai; Doudou Fall; Youki Kadobayashi (ICCCS, 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 (COMPSAC, 2020)

LSTM-based Network Attack Detection: Performance Comparison by Hyper-parameter Values Tuning. - Md Delwar Hossain; Hideya Ochiai; Doudou Fall; Youki Kadobayashi (CSCloud/EdgeCom, 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 (GLOBECOM, 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)

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 (FNWF, 2022)

Personalized Federated Learning for Automotive Intrusion Detection Systems. - Kabid Hassan Shibly; Md Delwar Hossain; Hiroyuki Inoue; Yuzo Taenaka; Youki Kadobayashi (FNWF, 2022)

A Federated Approach for Learning from Electronic Health Records. - Sadaf Md. Halim; Latifur Khan; Kevin W. Hamlen; Bhavani Thuraisingham; Md Delwar Hossain (BigDataSecurity/HPSC/IDS, 2022)

Autonomous Driving Model Defense Study on Hijacking Adversarial Attack. - Kabid Hassan Shibly; Md Delwar Hossain; Hiroyuki Inoue; Yuzo Taenaka; Youki Kadobayashi (ICANN (4), 2022)

Unsupervised Anomaly Detection in RS-485 Traffic using Autoencoders with Unobtrusive Measurement. - Pawissakan Chirupphapa; Md Delwar Hossain; Hiroshi Esaki; Hideya Ochiai (IPCCC, 2022)

Smart Meter Modbus RS-485 Spoofing Attack Detection by LSTM Deep Learning Approach. - Md Delwar Hossain; Hideya Ochiai; Tatsuya Arisawa; Youki Kadobayashi (SDS, 2022)

2MiCo: A Contrastive Semi-Supervised Method with Double Mixup for Smart Meter Modbus RS-485 Communication Security. - Xiaodi Li 002; Md Delwar Hossain; Hideya Ochiai; Latifur Khan (BigDataSecurity/HPSC/IDS, 2023)

A Risk Assessment Study: Encircling Docker Container Assets on IaaS Cloud Computing Topology. - Mohammad Hafiz Hersyah; Md Delwar Hossain; Yuzo Taenaka; Youki Kadobayashi (CIoT, 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 (CSR, 2023)

A Feature-Aware Semi-Supervised Learning Approach for Automotive Ethernet. - Kabid Hassan Shibly; Md Delwar Hossain; Hiroyuki Inoue; Yuzo Taenaka; Youki Kadobayashi (CSR, 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 (FPS (1), 2023)

Smart Meter Modbus RS-485 Intrusion Detection by Federated Learning Approach. - Md Delwar Hossain; Hideya Ochiai; Latifur Khan; Youki Kadobayashi (ICCAE, 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 (SIN, 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 (WFCS, 2023)

Attacker Localization with Machine Learning in RS-485 Industrial Control Networks. - Hideya Ochiai; Md Delwar Hossain; Youki Kadobayashi; Hiroshi Esaki (WFCS, 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., 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., 2023)

Towards Autonomous Driving Model Resistant to Adversarial Attack. - Kabid Hassan Shibly; Md Delwar Hossain; Hiroyuki Inoue; Yuzo Taenaka; Youki Kadobayashi (Appl. Artif. Intell., 2023)

Optimizing Voice Biometric Verification in Banking with Machine Learning for Speaker Identification. - Oyebode Oluwatobi Oyewale; Md Delwar Hossain; Yuzo Taenaka; Youki Kadobayashi (APCC, 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 (ICISSP, 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 (ICISSP, 2024)

Secure Federated Matrix Factorization via Shuffling Encrypted Parameters Between Devices. - Taisho Sasada; Md Delwar Hossain; Yuzo Taenaka; Md Mahbubur Rahman; Youki Kadobayashi (INCoS, 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)

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)

Secure Federated Matrix Factorization via Device-to-Device Model Shuffling. - Taisho Sasada; Md Delwar Hossain; Yuzo Taenaka; Md. Mahbubur Rahman; Youki Kadobayashi (IEEE Access, 2025)

Intrusion Detection System Framework for SDN-Based IoT Networks Using Deep Learning Approaches With XAI-Based Feature Selection Techniques and Domain-Constrained Features. - Manlaibaatar Tserenkhuu; Md Delwar Hossain; Yuzo Taenaka; Youki Kadobayashi (IEEE Access, 2025)

MRS-PFIDS: federated learning driven detection of network intrusions in maritime radar systems. - Md. Alamgir Hossain; Md Delwar Hossain; Roya Choupani; Erdogan Dogdu (Int. J. Inf. Sec., 2025)