Md Jueal Mia

Md Jueal Mia

Graduate Research Assistant

Florida International University, Miami, Florida

Biography

MD. JUEAL MIA received the B.S. and M.S. degrees in computer science and engineering from Jahangirnagar University, Bangladesh. He is currently pursuing the Ph.D. degree with the Knight Foundation School of Computing and Information Sciences, Florida International University (FIU), where he is a Graduate Research Assistant. He has published more than 30 peer-reviewed journal and conference publications. Before joining FIU, he served as a Faculty Member with the Department of Computer Science and Engineering, Daffodil International University, Dhaka, Bangladesh, for more than six years. His research interests include privacy and security issues in federated learning, computer vision, machine learning, deep learning, and data mining. He is a member of the Sustainability, Optimization, and Learning for InterDependent Networks Laboratory (solid lab).

Interests
  • Privacy and security
  • Federated Learning
  • Large Language Model
  • Machine Learning
Education
  • PhD in Computer Science, 2023–Current

    Florida International University, Miami, Florida

  • M.S. in Computer Science and Engineering, 2015

    Jahangirnagar University, Dhaka, Bangladesh

  • B.S. in Computer Science and Engineering, 2014

    Jahangirnagar University, Dhaka, Bangladesh

Experience

 
 
 
 
 
Florida International University
Graduate Research Assistant
May 2023 – Present FL, USA
 
 
 
 
 
Florida International University
Graduate Teaching Assistant
January 2023 – April 2023 FL, USA
 
 
 
 
 
University of Nevada, Reno
Graduate Research Assistant
August 2022 – December 2022 Nevada, USA
 
 
 
 
 
Daffodil International University
Assistant Professor
February 2022 – July 2022 Dhaka, Bangladesh
 
 
 
 
 
Daffodil International University
Lecturer (Senior Scale)
February 2020 – January 2022 Dhaka, Bangladesh
 
 
 
 
 
Daffodil International University
Lecturer
May 2016 – January 2020 Dhaka, Bangladesh
 
 
 
 
 
Walton Group
Project Developer (Android)
September 2015 – March 2016 Dhaka, Bangladesh

Achievements, Awards, and Services

Research Awards:

  • Best Paper Award at the Third International Conference on Smart Systems: Innovations in Computing (SSIC), Springer (2021).

Scholarships:

  • University Scholarship for Outstanding Academic Performance (2010–2014).
  • Undergraduate Entrance Exam Scholarship for achieving the top position (2010–2011).

Awards, Fellowships, & Grants:

  • Publication Grant (Journal) — University Graduate School, Florida International University (2024, 2025).
  • Travel Grant (Conference) — University Graduate School & Knight Foundation School of Computing and Information Sciences (KFSCIS), FIU (2024, 2025).
  • Recognition for Scholarly Publications in Reputed Indexed Journals — Daffodil International University (2020, 2021, 2022).
  • Best Performer-2018 — Dept. of CSE, Daffodil International University (2018).

Academic Contributions:
Committee Member

  • IJCACI 2020 — Organizing Committee, Daffodil International University, Bangladesh; Jahangirnagar University, Bangladesh; South Asian University, India.
  • 22nd ICPC (2018) — Organizing Committee, Daffodil International University.

Professional Development:

  • “Road to Research Duration” — Faculty research training, Dept. of CSE, Daffodil International University (26 Dec 2018).
  • “Machine Learning and AI” — Faculty workshop with SIGMOID, DIU (5–6 May 2018).
  • “How to Prepare a Good Research Proposal?” — Faculty workshop, DIU (17 Dec 2017).
  • “Participatory Engaging Techniques (PET)” — Teacher training, DIU (2017).

Journal Reviewer

  • IEEE Transactions on Information Forensics and Security (TIFS) — Impact Factor: 6.3.
  • IEEE Transactions on Vehicular Technology (TVT) — Impact Factor: 6.1.
  • IEEE Transactions on Consumer Electronics (TCE) — Impact Factor: 4.3.
  • IEEE Transactions on Machine Learning in Communications and Networking Information (TMLCN).
  • Springer Nature Journal.

Conference Reviewer

  • IEEE ICDCS 2024 — 44th International Conference on Distributed Computing Systems, Jersey City, NJ, USA.
  • MIDAS 2021 — International Conference on Machine Intelligence and Data Science Applications, Springer, Comilla University, Bangladesh.
  • IJCACI 2020 — International Joint Conference on Advances in Computational Intelligence, DIU, JU, SAU.

Projects

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A Secure Object Detection Technique for Intelligent Transportation Systems
A hybrid privacy-preserving algorithm combining Pre-Aggregation Similarity Measurement (PA-SM) and Differential Privacy (DP) enhances the security and resilience of Federated Learning (FL) in Intelligent Transportation Systems (ITS) by defending against adversarial attacks while maintaining model performance.
A Secure Object Detection Technique for Intelligent Transportation Systems