| 2024 | APCC | Optimizing Voice Biometric Verification in Banking with Machine Learning for Speaker Identification. | Oyebode Oluwatobi Oyewale, Md Delwar Hossain, Yuzo Taenaka, Youki Kadobayashi |
| 2024 | ICISSP | 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 |
| 2024 | ICISSP | 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 |
| 2023 | SIN | 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 |
| 2023 | WFCS | Electricity Theft Detection for Smart Homes with Knowledge-Based Synthetic Attack Data. | Olufemi Abiodun Abraham, Hideya Ochiai, Md Delwar Hossain, Yuzo Taenaka, Youki Kadobayashi |
| 2023 | WFCS | Attacker Localization with Machine Learning in RS-485 Industrial Control Networks. | Hideya Ochiai, Md Delwar Hossain, Youki Kadobayashi, Hiroshi Esaki |
| 2022 | ICANN | Autonomous Driving Model Defense Study on Hijacking Adversarial Attack. | Kabid Hassan Shibly, Md Delwar Hossain, Hiroyuki Inoue, Yuzo Taenaka, Youki Kadobayashi |
| 2022 | IPCCC | Unsupervised Anomaly Detection in RS-485 Traffic using Autoencoders with Unobtrusive Measurement. | Pawissakan Chirupphapa, Md Delwar Hossain, Hiroshi Esaki, Hideya Ochiai |
| 2020 | COMPSAC | 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 |
| 2020 | GLOBECOM | 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 |