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ORCIDMd Delwar Hossain
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2020 – today
- 2024
[j6]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: 26023-26045 (2024)- [j5]Nahid Ferdous Aurna, Md Delwar Hossain, Latifur Khan, Yuzo Taenaka, Youki Kadobayashi:
FedFusion: Adaptive Model Fusion for Addressing Feature Discrepancies in Federated Credit Card Fraud Detection. IEEE Access 12: 136962-136978 (2024) - [c22]Oyebode Oluwatobi Oyewale, Md Delwar Hossain, Yuzo Taenaka, Youki Kadobayashi:
Optimizing Voice Biometric Verification in Banking with Machine Learning for Speaker Identification. APCC 2024: 377-384 - [c21]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: 309-319 - [c20]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: 823-830 - 2023
- [j4]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) - [j3]Hideya Ochiai, Md Delwar Hossain, Pawissakan Chirupphapa, Youki Kadobayashi, Hiroshi Esaki:
Modbus/RS-485 Attack Detection on Communication Signals with Machine Learning. IEEE Commun. Mag. 61(6): 43-49 (2023) - [j2]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: 103583 (2023) - [c19]Xiaodi Li, Md Delwar Hossain, Hideya Ochiai, Latifur Khan:
2MiCo: A Contrastive Semi-Supervised Method with Double Mixup for Smart Meter Modbus RS-485 Communication Security. BigDataSecurity/HPSC/IDS 2023: 30-39 - [c18]Mohammad Hafiz Hersyah, Md Delwar Hossain, Yuzo Taenaka, Youki Kadobayashi:
A Risk Assessment Study: Encircling Docker Container Assets on IaaS Cloud Computing Topology. CIoT 2023: 225-230 - [c17]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: 180-186 - [c16]Kabid Hassan Shibly, Md Delwar Hossain, Hiroyuki Inoue, Yuzo Taenaka, Youki Kadobayashi:
A Feature-Aware Semi-Supervised Learning Approach for Automotive Ethernet. CSR 2023: 426-431 - [c15]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: 18-35 - [c14]Md Delwar Hossain, Hideya Ochiai, Latifur Khan, Youki Kadobayashi:
Smart Meter Modbus RS-485 Intrusion Detection by Federated Learning Approach. ICCAE 2023: 559-564 - [c13]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: 1-8 - [c12]Olufemi Abiodun Abraham, Hideya Ochiai, Md Delwar Hossain, Yuzo Taenaka, Youki Kadobayashi:
Electricity Theft Detection for Smart Homes with Knowledge-Based Synthetic Attack Data. WFCS 2023: 1-8 - [c11]Hideya Ochiai, Md Delwar Hossain, Youki Kadobayashi, Hiroshi Esaki:
Attacker Localization with Machine Learning in RS-485 Industrial Control Networks. WFCS 2023: 1-8 - 2022
- [c10]Kabid Hassan Shibly, Md Delwar Hossain, Hiroyuki Inoue, Yuzo Taenaka, Youki Kadobayashi:
Personalized Federated Learning for Automotive Intrusion Detection Systems. FNWF 2022: 544-549 - [c9]Olufemi Abiodun Abraham, Hideya Ochiai, Kabid Hassan Shibly, Md Delwar Hossain, Yuzo Taenaka, Youki Kadobayashi:
Unauthorized Power Usage Detection Using Gradient Boosting Classifier in Disaggregated Smart Meter Home Network. FNWF 2022: 688-693 - [c8]Sadaf Md. Halim, Latifur Khan, Kevin W. Hamlen, Bhavani Thuraisingham, Md Delwar Hossain:
A Federated Approach for Learning from Electronic Health Records. BigDataSecurity/HPSC/IDS 2022: 218-223 - [c7]Kabid Hassan Shibly, Md Delwar Hossain, Hiroyuki Inoue, Yuzo Taenaka, Youki Kadobayashi:
Autonomous Driving Model Defense Study on Hijacking Adversarial Attack. ICANN (4) 2022: 546-557 - [c6]Pawissakan Chirupphapa, Md Delwar Hossain, Hiroshi Esaki, Hideya Ochiai:
Unsupervised Anomaly Detection in RS-485 Traffic using Autoencoders with Unobtrusive Measurement. IPCCC 2022: 17-23 - [c5]Md Delwar Hossain, Hideya Ochiai, Tatsuya Arisawa, Youki Kadobayashi:
Smart Meter Modbus RS-485 Spoofing Attack Detection by LSTM Deep Learning Approach. SDS 2022: 47-52 - 2020
- [j1]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: 185489-185502 (2020) - [c4]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: 491-497 - [c3]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: 10-17 - [c2]Md Delwar Hossain, Hideya Ochiai, Doudou Fall, Youki Kadobayashi:
LSTM-based Network Attack Detection: Performance Comparison by Hyper-parameter Values Tuning. CSCloud/EdgeCom 2020: 62-69 - [c1]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: 1-6
2010 – 2019
- 2015
- [b1]Md Delwar Hossain:
Microwave imaging for the detection and localization of breast tissue malignancies using time reversal beamforming. University of Technology Sydney, Australia, 2015
Coauthor Index
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