Md Delwar Hossain

34 papers B 2C 7Misc 2Journal 10Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Fuzzyfortify: a multi-attribute risk assessment for multi-factor authentication and cloud container orchestration. Frontiers Comput. Sci. Mohammad Hafiz Hersyah, Md Delwar Hossain, Yuzo Taenaka, Youki Kadobayashi
2025	J	`jnl`	Intrusion Detection System Framework for SDN-Based IoT Networks Using Deep Learning Approaches With XAI-Based Feature Selection Techniques and Domain-Constrained Features. IEEE Access Manlaibaatar Tserenkhuu, Md Delwar Hossain, Yuzo Taenaka, Youki Kadobayashi
2025	J	`jnl`	MRS-PFIDS: federated learning driven detection of network intrusions in maritime radar systems. Int. J. Inf. Sec. Md. Alamgir Hossain, Md Delwar Hossain, Roya Choupani, Erdogan Dogdu
2025	J	`jnl`	Secure Federated Matrix Factorization via Device-to-Device Model Shuffling. IEEE Access Taisho Sasada, Md Delwar Hossain, Yuzo Taenaka, Md. Mahbubur Rahman, Youki Kadobayashi
2024	C	`conf`	Banking Malware Detection: Leveraging Federated Learning with Conditional Model Updates and Client Data Heterogeneity. ICISSP Nahid Ferdous Aurna, Md Delwar Hossain, Hideya Ochiai, Yuzo Taenaka, Latifur Khan, Youki Kadobayashi
2024	J	`jnl`	Electricity Theft Detection for Smart Homes: Harnessing the Power of Machine Learning With Real and Synthetic Attacks. IEEE Access Olufemi Abiodun Abraham, Hideya Ochiai, Md Delwar Hossain, Yuzo Taenaka, Youki Kadobayashi
2024	J	`jnl`	FedFusion: Adaptive Model Fusion for Addressing Feature Discrepancies in Federated Credit Card Fraud Detection. IEEE Access Nahid Ferdous Aurna, Md Delwar Hossain, Latifur Khan, Yuzo Taenaka, Youki Kadobayashi
2024	C	`conf`	Optimizing Voice Biometric Verification in Banking with Machine Learning for Speaker Identification. APCC Oyebode Oluwatobi Oyewale, Md Delwar Hossain, Yuzo Taenaka, Youki Kadobayashi
2024	—	`conf`	Secure Federated Matrix Factorization via Shuffling Encrypted Parameters Between Devices. INCoS Taisho Sasada, Md Delwar Hossain, Yuzo Taenaka, Md Mahbubur Rahman, Youki Kadobayashi
2024	C	`conf`	Vision Based Malware Classification Using Deep Neural Network with Hybrid Data Augmentation. ICISSP Md. Mahbubur Rahman, Md Delwar Hossain, Hideya Ochiai, Youki Kadobayashi, Tanjim Sakib, Syed Taha Yeasin Ramadan
2023	—	`conf`	2MiCo: A Contrastive Semi-Supervised Method with Double Mixup for Smart Meter Modbus RS-485 Communication Security. BigDataSecurity/HPSC/IDS Xiaodi Li, Md Delwar Hossain, Hideya Ochiai, Latifur Khan
2023	C	`conf`	A Comparative Performance Analysis of Android Malware Classification Using Supervised and Semi-supervised Deep Learning. SIN Md Sharafat Hossain, Md Delwar Hossain, Md Mahbubur Rahman, Yuzo Taenaka, Md Saiful Islam, Youki Kadobayashi
2023	Misc	`conf`	A Feature-Aware Semi-Supervised Learning Approach for Automotive Ethernet. CSR Kabid Hassan Shibly, Md Delwar Hossain, Hiroyuki Inoue, Yuzo Taenaka, Youki Kadobayashi
2023	—	`conf`	A Risk Assessment Study: Encircling Docker Container Assets on IaaS Cloud Computing Topology. CIoT Mohammad Hafiz Hersyah, Md Delwar Hossain, Yuzo Taenaka, Youki Kadobayashi
2023	C	`conf`	Attacker Localization with Machine Learning in RS-485 Industrial Control Networks. WFCS Hideya Ochiai, Md Delwar Hossain, Youki Kadobayashi, Hiroshi Esaki
2023	C	`conf`	Electricity Theft Detection for Smart Homes with Knowledge-Based Synthetic Attack Data. WFCS Olufemi Abiodun Abraham, Hideya Ochiai, Md Delwar Hossain, Yuzo Taenaka, Youki Kadobayashi
2023	Misc	`conf`	Federated Learning-Based Credit Card Fraud Detection: Performance Analysis with Sampling Methods and Deep Learning Algorithms. CSR Nahid Ferdous Aurna, Md Delwar Hossain, Yuzo Taenaka, Youki Kadobayashi
2023	J	`jnl`	Modbus/RS-485 Attack Detection on Communication Signals with Machine Learning. IEEE Commun. Mag. Hideya Ochiai, Md Delwar Hossain, Pawissakan Chirupphapa, Youki Kadobayashi, Hiroshi Esaki
2023	—	`conf`	Securing Smart Vehicles Through Federated Learning. FPS (1) Sadaf Md. Halim, Md Delwar Hossain, Latifur Khan, Anoop Singhal, Hiroyuki Inoue, Hideya Ochiai, Kevin W. Hamlen, Youki Kadobayashi
2023	—	`conf`	Smart Meter Modbus RS-485 Intrusion Detection by Federated Learning Approach. ICCAE Md Delwar Hossain, Hideya Ochiai, Latifur Khan, Youki Kadobayashi
2023	J	`jnl`	Towards Autonomous Driving Model Resistant to Adversarial Attack. Appl. Artif. Intell. Kabid Hassan Shibly, Md Delwar Hossain, Hiroyuki Inoue, Yuzo Taenaka, Youki Kadobayashi
2023	J	`jnl`	Towards evaluating robustness of violence detection in videos using cross-domain transferability. J. Inf. Secur. Appl. Md. Bayazid Rahman, Hossen Asiful Mustafa, Md Delwar Hossain
2022	—	`conf`	A Federated Approach for Learning from Electronic Health Records. BigDataSecurity/HPSC/IDS Sadaf Md. Halim, Latifur Khan, Kevin W. Hamlen, Bhavani Thuraisingham, Md Delwar Hossain
2022	—	`conf`	Autonomous Driving Model Defense Study on Hijacking Adversarial Attack. ICANN (4) Kabid Hassan Shibly, Md Delwar Hossain, Hiroyuki Inoue, Yuzo Taenaka, Youki Kadobayashi
2022	—	`conf`	Personalized Federated Learning for Automotive Intrusion Detection Systems. FNWF Kabid Hassan Shibly, Md Delwar Hossain, Hiroyuki Inoue, Yuzo Taenaka, Youki Kadobayashi
2022	—	`conf`	Smart Meter Modbus RS-485 Spoofing Attack Detection by LSTM Deep Learning Approach. SDS Md Delwar Hossain, Hideya Ochiai, Tatsuya Arisawa, Youki Kadobayashi
2022	—	`conf`	Unauthorized Power Usage Detection Using Gradient Boosting Classifier in Disaggregated Smart Meter Home Network. FNWF Olufemi Abiodun Abraham, Hideya Ochiai, Kabid Hassan Shibly, Md Delwar Hossain, Yuzo Taenaka, Youki Kadobayashi
2022	C	`conf`	Unsupervised Anomaly Detection in RS-485 Traffic using Autoencoders with Unobtrusive Measurement. IPCCC Pawissakan Chirupphapa, Md Delwar Hossain, Hiroshi Esaki, Hideya Ochiai
2020	B	`conf`	An Effective In-Vehicle CAN Bus Intrusion Detection System Using CNN Deep Learning Approach. GLOBECOM Md Delwar Hossain, Hiroyuki Inoue, Hideya Ochiai, Doudou Fall, Youki Kadobayashi
2020	J	`jnl`	LSTM-Based Intrusion Detection System for In-Vehicle Can Bus Communications. IEEE Access Md Delwar Hossain, Hiroyuki Inoue, Hideya Ochiai, Doudou Fall, Youki Kadobayashi
2020	—	`conf`	LSTM-based Network Attack Detection: Performance Comparison by Hyper-parameter Values Tuning. CSCloud/EdgeCom Md Delwar Hossain, Hideya Ochiai, Doudou Fall, Youki Kadobayashi
2020	B	`conf`	Long Short-Term Memory-Based Intrusion Detection System for In-Vehicle Controller Area Network Bus. COMPSAC Md Delwar Hossain, Hiroyuki Inoue, Hideya Ochiai, Doudou Fall, Youki Kadobayashi
2020	—	`conf`	SSH and FTP brute-force Attacks Detection in Computer Networks: LSTM and Machine Learning Approaches. ICCCS Md Delwar Hossain, Hideya Ochiai, Doudou Fall, Youki Kadobayashi
2015	—	`—`	Microwave imaging for the detection and localization of breast tissue malignancies using time reversal beamforming Md Delwar Hossain