Md Nazmul Haque

Md Nazmul Haque

North Carolina State University

About Me

I am a Ph.D. student in the Department of Computer Science at North Carolina State University, advised by Laurie Williams in the RealSearch Lab. Before that, I have recieved my B.Sc and M.Sc in Software Engineering from the Institute of Information Technology (IIT), University of Dhaka, supervised by Dr. Mohammad Shoyaib. My research focuses on the intersection of Software Security and Machine Learning (ML), specifically software supply chain security, AI security, and privacy.

I have professional experience as a Software Engineer at Samsung R & D Institute, Bangladesh, and as a Software Engineer Intern at Datasoft Systems Bangladesh Limited.

News

Publications

🎓 Conference Papers

9 ICSE 2026How Do Semantically Equivalent Code Transformations Impact Membership Inference on LLMs for Code?. Hua Yang, Alejandro Velasco, Thanh Le-Cong, Md Nazmul Haque, Bowen Xu, Denys Poshyvanyk. International Conference of Software Engineering (ICSE).
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8 ICSE 2026 Closing the Chain: How to reduce your risk of being SolarWinds, Log4j, or XZ Utils. Sivana Hamer, Jacob Bowen, Md Nazmul Haque, Robert Hines, Chris Madden, Laurie Williams. International Conference of Software Engineering (ICSE).
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7 AIware 2025 How Quantization Impacts Privacy Risk on LLMs for Code? Md Nazmul Haque, Hua Yang, Zhou Yang, Bowen Xu. International Conference on AI-powered Software (AIware).
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6 ICSOFT 2023 Effectiveness of Data Augmentation and Ensembling Using Transformer-Based Models for Sentiment Analysis: Software Engineering Perspective. Zubair Rahman Tusar, Sadat Sharfuddin, Muhtasim Abid, Md Nazmul Haque, Md Jubair Ibna Mostafa. International Conference on Software Technologies (ICSOFT).
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5 ENASE 2022 An Empirical Study on Neophytes of Stack Overflow: How Welcoming the Community is towards Them. Abdullah Al Jobair, Suzad Mohammad, Zahin Raidah Maisha, Md Jubair Ibna Mostafa, Md Nazmul Haque. International Conference of Evaluation of Novel Approaches to Software Engineering (ENASE).
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4 SEKE 2020 An Ensemble Approach to Detect Code Comment Inconsistencies using Topic Modeling. Fazle Rabbi, Md Nazmul Haque, Md Eusha Kadir, Md Saeed Siddik, Ahmedul Kabir. International Conference on Software Engineering and Knowledge Engineering (SEKE).
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3 UbiComp 2019 Nurse care activity recognition: A GRU-based approach with attention mechanism. Md Nazmul Haque, Mahir Mahbub, Md Hasan Tarek, Lutfun Nahar Lota, Amin Ahsan Ali. International Joint Conference on Pervasive and Ubiquitous Computing.
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2 ICASERT 2019 GRU-based attention mechanism for human activity recognition. Md Nazmul Haque, M Tanjid Hasan Tonmoy, Saif Mahmud, Amin Ahsan Ali, Muhammad Asif Hossain Khan, Mohammad Shoyaib. International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT).
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1 ICIEV 2018 Bug severity classification based on class-membership information. Sayeda Shamma Alia, Md Nazmul Haque, Sadia Sharmin, Shah Mostafa Khaled, Mohammad Shoyaib. International Conference on Informatics, Electronics & Vision (ICIEV).
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📚 Journal Papers

3 IJCVSP 2024 The Integrity of Source Code Commenting: Benchmark Dataset and Empirical Analysis. Maksuda Islam, Md Safayat Hossen, Ahsanul Haque, Md Nazmul Haque, Lutfun Nahar Lota. International Journal of Computer Vision and Signal Processing.
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2 JSS 2023 A study on classifying Stack Overflow questions based on difficulty by utilizing contextual features. Maliha Noushin Raida, Zannatun Naim Sristy, Nawshin Ulfat, Sheikh Moonwara Anjum Monisha, Md Jubair Ibna Mostafa, Md Nazmul Haque.. Journal of Systems of Software.
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1 PLOS ONE 2021 Use of relevancy and complementary information for discriminatory gene selection from high-dimensional gene expression data. Md Nazmul Haque, Sadia Sharmin, Amin Ahsan Ali, Abu Ashfaqur Sajib, Mohammad Shoyaib. PLOS ONE.
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📄 Preprints

2 arXiv 2025 Secure or Suspect? Investigating Package Hallucinations of Shell Command in Original and Quantized LLMs. Md Nazmul Haque, Elizabeth Lin, Lawrence Arkoh, Biruk Tadesse, Bowen Xu. arXiv.
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1 arXiv 2025 Your ATs to Ts: MITRE ATT&CK Attack Technique to P-SSCRM Task Mapping. Sivana Hamer, Jacob Bowen, Md Nazmul Haque, Chris Madden, Laurie Williams. arXiv.
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Experience

Industry

  • Software Engineer, Samsung R&D Institute Bangladesh — Dhaka, Bangladesh (Apr. 2018– Jan. 2019)
    Angular + Spring internal platform; delivered with formal SRS.
  • Software Engineer Intern, Datasoft Systems Bangladesh Ltd — Dhaka, Bangladesh (Jan. 2017–Jun. 2017)
    Built two in-house automation tools with C# and ASP.NET MVC.

Academic & Teaching

  • Graduate Assistant, North Carolina State University — Raleigh, USA (Aug. 2025–Present)
    Courses: Software Security; Discrete Mathematics.
  • Assistant Professor (study leave), Islamic University of Technology — Dhaka, Bangladesh (Apr. 2023–Aug. 2024)
    Courses: Software Verification & Validation; Linear Algebra; Web Programming; Embedded Software Development; Web & Mobile App Development.
  • Lecturer, Islamic University of Technology — Dhaka, Bangladesh (Jul. 2021–Mar. 2023)
  • Short Course Instructor, IIT, University of Dhaka — Dhaka, Bangladesh (Jan. 2019–Aug. 2020)
    Courses: Matlab; OriginPro; LaTeX; Web Design.

🎓 Education

  • Ph.D., Computer Science — North Carolina State University, Raleigh, NC (Aug. 2024–Present).
  • M.S. & B.S., Software Engineering — University of Dhaka, Dhaka, Bangladesh (Jan. 2014–Dec. 2020).

🎖 Awards & Achievements

  • ICT Ministry Fellowship, ICT Division, Bangladesh (Jan. 2019– Dec. 2020) — Funded M.Sc. research as an ICT fellow.
  • Honors Scholarship, University of Dhaka (Jan. 2017– Dec. 2017) — Awarded for academic excellence during the B.Sc. period.