1. NIU Department of Computer Science
  2. About
  3. Faculty and Staff

Nur Imtiazul Haque

Assistant Professor

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Education

  • PhD: Florida International University

Areas of Interest

  • Cybersecurity, Cyber-Physical Systems/Internet of Things (IoT) security and dependability analysis
  • Machine learning, data science
  • Formal modeling, formal methods, mathematical optimization

Patent

  • Mohammad Ashiqur Rahman and Nur Imtiazul Haque. "Systems and Methods for Formal Threat Analysis of Smart Healthcare Systems." In: U.S. Patent No. 11,410,776. Publication date: Aug. 09, 2024.

Representative publications

dblp Computer Science Bibliography

Book Chapter

  • Nur Imtiazul Haque and Mohammad Ashiqur Rahman. "Artificial Intelligence-assisted Security Analysis of Smart Healthcare Systems." In: AI, Machine Learning and Deep Learning: A Security Perspective (CRC Press). Publication date: Apr. 01, 2024.

Journal Paper

  • Nur Imtiazul Haque, Mohammad Ashiqur Rahman, Selcuk Uluagac. "Formal Threat Analysis of Machine Learning-Based Control Systems: A Study on Smart Healthcare Systems." In: ELSEVIER Computers and Security. Publication date: Apr. 01, 2024. Impact factor: 4.8

Conference Paper (Smart Building/Home Security)

  • [Best Paper Award] Nur Imtiazul Haque, Maurice Ngouen, Mohammad Ashiqur Rahman, Selcuk Uluagac, and Laurent Njilla. "SHATTER: Control and Defense-Aware Attack Analytics for Activity-Driven Smart Home Systems." In: 2023 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN). Publication date: June 27, 2023. Acceptance rate: 20%.
  • Nur Imtiazul Haque, Mohammad Ashiqur Rahman, and Hossain Shahriar. "Ensemble-based efficient anomaly detection for smart building control systems." In: 2021 IEEE 45th Annual Computers, Software, and Applications (COMPSAC). Publication date: July 12, 2021. Acceptance rate: 27%.
  • Nur Imtiazul Haque, Mohammad Ashiqur Rahman, Dong Chen, Hisham Kholidy. "BIoTA: Control-Aware Attack Analytics for Building Internet of Things." In: 2021 18th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON). Publication date: July 06, 2021. Acceptance rate: 26%.

Conference Papers (Smart Healthcare Security)

  • Nur Imtiazul Haque and Mohammad Ashiqur Rahman. "PHASE: Security Analyzer for Next-Generation Smart Personalized Smart Healthcare System." In: 2022 IEEE International Conference on Digital Health (ICDH). Publication date: July 10, 2022. Acceptance rate: 25%.
  • Nur Imtiazul Haque, Mohammad Ashiqur Rahman, Sheikh Iqbal Ahamed. "DeepCAD: A Stand-alone Deep Neural Network-based Framework for Classification and Anomaly Detection in Smart Healthcare Systems." In: 2022 IEEE International Conference on Digital Health (ICDH). Publication date: July 10, 2022. Acceptance rate: 25%.
  • Nur Imtiazul Haque, Alvi Ataur Khalil, Mohammad Ashiqur Rahman,MHadi Amini, and Sheikh Iqbal Ahamed. "BIOCAD: Bio-Inspired Optimization for Classification and Anomaly Detection in Digital Healthcare Systems." In: 2021 IEEE International Conference on Digital Health (ICDH). Publication date: Sep. 05, 2021. Acceptance rate: 20%.

Conference Papers (Smart Grid Security)

  • Nur Imtiazul Haque, Alvi Ataur Khalil, Mohammad Ashiqur Rahman,MHadi Amini, and Sheikh Iqbal Ahamed. "Adversarial attacks to machine learning-based smart healthcare systems." In: 2020 IEEE Global Communications Conference (GLOBECOM). Publication date: Dec. 07, 2020. Conference Papers (Smart Grid Security)
  • Md Hasan Shahriar, Mohammad Ashiqur Rahman, Nur Imtiazul Haque, Badrul Chowdhury, StevenGWhisenant "iDDAF: An Intelligent Deceptive Data Acquisition Framework for Secure Cyber-Physical Systems." In: 2021 17th EAI International Conference (SecureComm). Publication date: Nov. 04, 2021.
  • Md Hasan Shahriar, Mohammad Ashiqur Rahman, Nur Imtiazul Haque, and Badrul Chowdhury "DDAF: Deceptive Data Acquisition Framework Against Stealthy Attacks in Cyber-Physical Systems." In: 2021 IEEE 45th Annual Computers, Software, and Applications (COMPSAC). Publication date: July 12, 2021. Acceptance rate: 27%.
  • Nur Imtiazul Haque, Md Hasan Shahriar, Md Golam Dastgir, Anjan Debnath, Imtiaz Parvez, Arif Sarwat, Mohammad Ashiqur Rahman. "A Survey of Machine Learning-Based Cyber-Physical Attack Generation, Detection, and Mitigation in Smartgrid." In: 2020 52nd North American Power Symposium (NAPS). Publication date: June 21, 2021.

Other Conference Papers

  • Md Hasan Shahriar, Nur Imtiazul Haque, Mohammad Ashiqur Rahman, and Miguel Alonso "G-IDS: Generative Adversarial Networks Assisted Intrusion Detection System." In: 2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC). Publication date: July 13, 2020. Acceptance rate: 24%.
  • Nur Imtiazul Haque, Kazi Md Rokibul Alam, Tasfia Mashiat, and Yasuhiko Morimoto "A Technique to Enrich the Secrecy Level of High Capacity Data Hiding Steganography Technique in JPEG Compressed Image" In: 2018 5th International Conference on Networking, Systems, and Security (NSysS) Publication date: Dec. 18, 2018
Nur Imtiazul Haque portrait
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