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Hossain Md Delwar  Hossain Md・Delwar

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Hossain Md・Delwar  ホセイン ムハンマド・デルワー

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Researcher Number 60911724
Affiliation (Current) 2025: 奈良先端科学技術大学院大学, 先端科学技術研究科, 助教
Affiliation (based on the past Project Information) *help 2022 – 2024: 奈良先端科学技術大学院大学, 先端科学技術研究科, 助教
Review Section/Research Field
Except Principal Investigator
Basic Section 60060:Information network-related
Keywords
Except Principal Investigator
プライバシー / 分散AI / Edge AI / 自律分散 / セキュリティ / 屋内環境データ / 協調的機械学習 / エッジAI / 分散協調学習 / 機械学習 / アドホックネットワーク / 分散協調型の機械学習
  • Research Projects

    (1 results)
  • Research Products

    (11 results)
  • Co-Researchers

    (2 People)
  •  横のつながりで自己組織化的に発展する協調学習プラットフォームの創出

    • Principal Investigator
      落合 秀也
    • Project Period (FY)
      2022 – 2024
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Review Section
      Basic Section 60060:Information network-related
    • Research Institution
      The University of Tokyo

All 2024 2023 2022

All Journal Article Presentation

  • [Journal Article] Electricity Theft Detection for Smart Homes: Harnessing the Power of Machine Learning With Real and Synthetic Attacks2024

    • Author(s)
      Abraham Olufemi Abiodun、Ochiai Hideya、Hossain Md. Delwar、Taenaka Yuzo、Kadobayashi Youki
    • Journal Title

      IEEE Access

      Volume: 12 Pages: 26023-26045

    • DOI

      10.1109/access.2024.3366493

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-23K24828
  • [Journal Article] Modbus/RS-485 Attack Detection on Communication Signals with Machine Learning2023

    • Author(s)
      Ochiai Hideya、Hossain Md Delwar、Chirupphapa Pawissakan、Kadobayashi Youki、Esaki Hiroshi
    • Journal Title

      IEEE Communications Magazine

      Volume: 61 Issue: 6 Pages: 43-49

    • DOI

      10.1109/mcom.002.2200553

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-23K24828
  • [Presentation] Securing Smart Vehicles through Federated Learning2023

    • Author(s)
      Sadaf MD Halim, Md. Delwar Hossain, Latifur Khan, Hideya Ochiai, Hiroyuki Inoue, Kevin W. Hamle, Anoop Singhal, Youki Kadobayashi
    • Organizer
      In Foundations and Practice of Security 2023
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K24828
  • [Presentation] 2MiCo: A Contrastive Semi-Supervised Method with Double Mixup for Smart Meter Modbus RS-485 Communication Security2023

    • Author(s)
      Xiaodi Li, Md Delwar Hossain, Hideya Ochiai, Latifur Khan
    • Organizer
      IEEE BigDataSecurity
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K24828
  • [Presentation] Electricity Theft Detection for Smart Homes with Knowledge-Based Synthetic Attack Data2023

    • Author(s)
      Olufemi Abiodun Abraham, Hideya Ochiai, Md Delwar Hossain, Yuzo Taenaka, Youki Kadobayashi
    • Organizer
      IEEE International Conference on Factory Communication Systems
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K24828
  • [Presentation] A Comparative Performance Analysis of Android Malware Classification Using Supervised and Semi-supervised Deep Learning2023

    • Author(s)
      Md Sharafat Hossain, Md Delwar Hossain, Md Mahbubur Rahman, Yuzo Taenaka, Md Saiful Islam, Youki Kadobayashi
    • Organizer
      In Proceedings of the 16th International Conference on Security of Information and Networks
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K24828
  • [Presentation] Smart Meter Modbus RS-485 Intrusion Detection by Federated Learning Approach2023

    • Author(s)
      Hossain Md Delwar, Hideya Ochiai, Latifur Khan, Youki Kadobayashi
    • Organizer
      IEEE International Conference on Computer and Automation Engineering (ICCAE)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K24828
  • [Presentation] Attacker Localization with Machine Learning in RS-485 Industrial Control Networks2023

    • Author(s)
      Hideya Ochiai, Md Delwar Hossain, Youki Kadobayashi, Hiroshi Esaki
    • Organizer
      IEEE International Conference on Factory Communication Systems
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K24828
  • [Presentation] Smart Meter Modbus RS-485 Spoofing Attack Detection by LSTM Deep Learning Approach2022

    • Author(s)
      Hossain Md Delwar, Hideya Ochiai, Tatsuya Arisawa, and Youki Kadobayashi
    • Organizer
      IEEE Swiss Conference on Data Science
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K24828
  • [Presentation] Federated Learning for Securing Smart Vehicles2022

    • Author(s)
      Sadaf MD Halim, Muhammad Delwar Hossain, Latifur Khan, Hideya Ochiai, Hiroyuki Inoue, Kevin W. Hamlen, Anoop Singhal, Youki Kadobayashi
    • Organizer
      ACM the Annual Computer Security Applications Conference (ACSAC)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K24828
  • [Presentation] Unauthorized Power Usage Detection Using Gradient Boosting Classifier in Disaggregated Smart Meter Home Network2022

    • Author(s)
      Abraham Olufemi Abiodun, Hideya Ochiai, Kabid Hassan Shibly, Md Delwar Hossain, Yuzo Taenaka, and Youki Kadobayashi
    • Organizer
      IEEE Future Networks World Forum (FNWF)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K24828
  • 1.  落合 秀也 (10615652)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 10 results
  • 2.  松井 加奈絵 (30742241)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results

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