Recent Conference Papers
• Rahman, Md Abdur, Shahriar, H., Francia, G., Ahamed, S. I. (2025). "A Novel Approach to Fine- tune BERT using Non-Text Features for Enhanced Ransomware Detection", In 2025. (accepted to IEEE (AibThings)).
• Rahman, Md Abdur, Shahriar, H., Francia, G., Ahamed, S. I. (2025). "Large Language Model can Reduce the Necessity of using Large Data Samples for Training Models", 25 IEEE Conference on Artificial Intelligence IEEE CAI 2025, Santa Clara, California, USA May 5-7, 2025.
• Rahman, Md Abdur, Shahriar, H., Francia, G., Wu, F., Cuzzocrea, A., Faruk, M.J.H. Ahamed, S. I. (2025). Fine-tuned Large Language Models (LLMs): Improved Prompt Injection Attacks Detection. In 2025 IEEE 49th Harnessing the Power of Intelligent Systems: Shaping the Future Conference (COMPSAC- 2025), Toronto, Canada, July 8-11. arXiv preprint arXiv:2410.21337.
• Rahman, Md Abdur, M. A., Riad, A. B. M., Rahman, M. M., Rashid, M. B., Ambedkar, S., ... Ahamed, S. I. (2025). Embedding with Large Language Models for Classification of HIPAA Safeguard Compliance Rules. In 2025 IEEE 49th Harnessing the Power of Intelligent Systems: Shaping the Future Conference (COMPSAC-2025), Toronto, Canada, July 8-11. arXiv preprint arXiv:2410.20664.
• Rahman, Md Abdur, Shahriar, H., Wu, F., Cuzzocrea, A. (2025). Convergence Behaviors and Vari- abilities of Loss Functions in Quantum GANs and GANs. IEEE ICDCS 2025 45th IEEE International Conference on Distributed Computing Systems, July 20-23, Glasgow, Scotland, UK. (accepted.)
• Rahman, Md Abdur, Hossain Shahriar, Fan Wu, and Alfredo Cuzzocrea. “Applying Pre-trained Multi- lingual BERT in Embeddings for Improved Malicious Prompt Injection Attacks Detection”, In 2nd Inter- national Conference on Artificial Intelligence, 2024 Central Michigan University (CMU), USA, September 2024.
• Rahman, Md Abdur, and Hossain Shahriar. "TowardsDevelopingGenerativeAdversarialNetworksBased Robust Intrusion Detection Systems for Imbalanced Dataset Using Hadoop-PySpark." In The International Conference on Innovations in Computing Research, pp. 449-463. Cham: Springer Nature, Greece, 2024.
• Akter, Mst Shapna, Md Abdur Rahman, Md Mostafizur Rahman, Juanjose Rodriguez-Cardenas, Hos- sain Shahriar, Fan Wu, and Muhammad Rahman. "Authentic Learning Approach for Data Poisoning Vulnerability in LLMs." In 2024 IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC), pp. 1504-1505. IEEE, 2024.
• Rahman, Md Abdur, and Shahriar, Hossain. (2024, August). “Fine-tuned Variational Quantum Clas- sifiers for Cyber Attacks Detection based on Parameterized Quantum Circuits and Optimizers”, In 2024 IEEE 48th IEEE International Conference on Computers, Software, and Applications (COMPSAC 2024), Osaka, Japan, July 2024.
• Akter, Mst Shapna, Md Abdul Barek, Md Mostafizur Rahman, Abm Kamrul Islam Riad, Md Abdur Rahman, Md Raihan Mia, Hossain Shahriar, William Chu, and Sheikh Iqbal Ahamed. "HIPAA Technical Compliance Evaluation of Laravel-based mHealth Apps." In 2024 IEEE International Conference on Digital Health (ICDH), pp. 58-67. IEEE, 2024.
• Rahman, Md Mostafizur, Md Abdul Barek, Mst Shapna Akter, Abm Kamrul Islam Riad, Md Abdur Rahman, Hossain Shahriar, Akond Rahman, and Fan Wu. "Authentic Learning on DevOps Security with Labware: Git Hooks To Facilitate Automated Security Static Analysis." In 2024 IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC), pp. 2418-2423. IEEE, 2024.
• Barek, MD Abdul, Md Mostafizur Rahman, Shapna Akter, ABM Kamrul Islam Riad, Md Abdur Rahman, Hossain Shahriar, Akond Rahman, and Fan Wu. "Mitigating Insecure Outputs in Large Language Models (LLMs): A Practical Educational Module." In 2024 IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC), pp. 2424-2429. IEEE, 2024.
• Riad, ABM Kamrul Islam, Md Abdul Barek, Md Mostafizur Rahman, Mst Shapna Akter, Tahia Islam, Md Abdur Rahman, Md Raihan Mia, Hossain Shahriar, Fan Wu, and Sheikh Iqbal Ahamed. "Enhanc- ing HIPAA Compliance in AI-driven mHealth Devices Security and Privacy." In 2024 IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC), pp. 2430-2435. IEEE, 2024.
• Rahman, Md Abdur, and Shahriar, Hossain. (2023, December). “Clustering Enabled Robust Intrusion DetectionSystemforBigDatausingHadoop-PySpark”, 2023IEEE20thInternationalConferenceonSmart Communities: Improving Quality of Life using AI, Robotics and IoT (HONET), Boca Raton, Florida, USA.
• Akter, Shapna., Rahman, Md Abdur, Shahriar, Hossain., Rahman, Muhammad. (2023, December). Early Prediction of Cryptocurrency Price Decline: A Deep Learning Approach. 26th International Confer- ence on Computer and Information Technology (ICCIT), Cox’s Bazar, Bangladesh.
• Rahman, Md Abdur, Shahriar, Hossain., Clincy, Victor., Hossain, Md. Faruque., Rahman, Muhammad. (2023, June). AQuantumGenerativeAdversarialNetwork-basedIntrusionDetectionSystem. In2023IEEE 47th Annual Computers, Software, and Applications Conference (COMPSAC-2023), Torino, Italy.
• Hossain, Mosaddeq, Rahman, Md Abdur. “Brain Tumor Detection Using Deep Network EfficientNet- B0.” International Conference on Machine Intelligence and Emerging Technologies (MIET 2022) September 23-25, 2022 Noakhali Science and Technology University (NSTU), Noakhali, Bangladesh (Springer).
• Suh, Sang C., Rahman, Md. Abdur. “Power Consumption Analysis Using LSTM Neural Networks For Residential Building”, 2022 International Symposium on Innovation in Information Technology and Application, Jeju Island, South Korea, Feb 10-12, 2022.
• Suh, Sang C., Rahman, Md. Abdur, Kim, Jinoh. “A Path Planning Technique to Avoid Collisions For Multi-Agent Using Improved Artificial Potential Field Based Regression Search Method”, SDPS 2018 BOLOGNA Workshop (Society for Design and Process Science), Bologna, Italy, December 6-7, 2018.
• Rahman, Md. Abdur, Azad, Md. Abul Kalam. “To Escape Local Minimum Problem for Multi-Agent Path Planning using Improved Artificial Potential Field-Based Regression Search Method”, International Conference on Information Technology (ACM Digital Library), Singapore”, December 27-29, 2017.
• Rahman, M. A. (2014). Multi agent coordinated path planning using improved artificial potential field- based regression search method. Texas AM University-Commerce (Dissertation or Thesis - MASTER OF SCIENCE).