- Faculty
- Faculty Faculty of Sciences and Engineering
- Research Interest
- Machine Learning AI in Healthcare Information Security Trustworthy AI
- Teaching Materials
- Couses Taught: CS191-Programming in C CS295-Programming with Python DSA201-Data Processing and Storage CS397-Data Structure and Algorithm
- Academic Background
- M.Sc. in Information Security, Bangladesh University of Engineering & Technology (BUET) (Ongoing). M.Sc. in Data Science and Analytics, East West University. B.Sc. in Computer Science & Engineering, Bangladesh University of Engineering & Technology (BUET).
- Awards & Achievements
- Champion in the Hardware Project Show at the 2nd International Conference on Networking Systems and Security (NSysS 2016) , organized by the Bangladesh University of Engineering and Technology (BUET) , Dhaka, Bangladesh.
- Selected Publications
- Conference Paper Book Chapter Journal Saha, S. , Haque, M. F., Nahar, S., Kamal, K. M. S., & Reza, A. W. COVID-19 Detection Using VGG16: Enhancing Robustness and Interpretability with Adversarial Attack Analysis and Explainable AI. In Satu, M. S., Arefin, M. S., Lio', P., & Kaiser, M. S. (Eds.), Proceedings of the 2nd International Conference on Machine Intelligence and Emerging Technologies (MIET 2024). Lecture Notes in Networks and Systems. Springer Nature, Singapore, 2025. https://doi.org/10.1007/978-981-96-2721-9_12 Saha, S. , & Rana, S. Explainable AI in Healthcare: Clinical Decision Support and Diagnostic Systems. In Explainable AI in Critical Domains: From Theory to Trusted Applications (Chapter 7). Nova Science Publishers. Accepted for publication (In press) , 2026. Saha, S. (Corresponding Author), Rana, S., Reza, A. W., & Amin, M. R. Unmasking Adversarial Attacks Using a Robust XAI-Driven Approach for Secure Medical Image Classification. Scientific Reports ( Q1 , Nature Portfolio). (2026). DOI: 10.1038/s41598-026-61357-1 Saha, S. (Corresponding Author), Rana, S. Heterogeneous wealth-related differences in modern contraceptive use in Bangladesh: a machine learning-based g-computation analysis of the DHS 2022 cross-sectional survey. Journal of Health, Population and Nutrition ( Q1 , Springer Nature), 2026. DOI: 10.1186/s41043-026-01371-1
- Professional Experience
- Former Programmer — Bangladesh Economic Zones Authority (BEZA), Prime Minister's Office, Government of the People's Republic of Bangladesh. Former Programmer — National Skills Development Authority (NSDA), Prime Minister's Office, Government of the People's Republic of Bangladesh. Former Sub-Divisional Engineer , Electricity Generation Company of Bangladesh Limited (EGCB), Dhaka, Bangladesh. Former Assistant Engineer — Power Grid Bangladesh PLC (PGCB), Dhaka, Bangladesh. Former Assistant Director — Bangladesh Securities and Exchange Commission (BSEC), Ministry of Finance, Dhaka, Bangladesh. Former Assistant Engineer — Titas Gas Transmission & Distribution Company Limited, Dhaka, Bangladesh. Former Assistant Engineer — West Zone Power Distribution Company Limited (WZPDCL), Khulna, Bangladesh. Former Assistant Programmer — National Housing Authority (NHA), Ministry of Housing and Public Works, Dhaka, Bangladesh. Former Assistant Programmer — Gopalganj Science and Technology University, Gopalganj, Bangladesh.
- Affiliation Professional Membership
- Associate Member, The Institution of Engineers, Bangladesh (IEB) Associate Member, Bangladesh Computer Society