Projects per year
Personal profile
About
Professor Rana is an analytical thinker with strong problem-solving and leadership skills. He earned his Ph.D. in Computer Science from the University of Southern Mississippi (USM), United States, and joined Georgia Southern University in Fall 2025. Prior to that, he served at the University of Massachusetts Dartmouth, Florida Gulf Coast University, and the University of Alabama at Birmingham. He has extensive experience in data science and a solid foundation in mathematics and statistical model development. With over six years of research experience in applied cybersecurity and data science—including image processing, computer vision, artificial intelligence, machine learning, deep learning, and data mining—he brings hands-on expertise in applying advanced statistical techniques and modern machine learning methods.
Before beginning his doctoral studies, Professor Rana worked as a Senior Lecturer at Daffodil International University (DIU). He also gained over six years of professional experience in the technology industry in Bangladesh. His research interests include data science, machine learning, applied cybersecurity, digital image processing, computer vision, pattern recognition, e-learning, algorithm design, and blockchain technologies.
Alongside his strong research background, Professor Rana is currently prioritizing teaching while continuing his research. He has a deep passion for education and greatly enjoys working with students from diverse backgrounds. Whether mentoring beginners or guiding advanced research-oriented students, he finds fulfillment in fostering curiosity, growth, and innovation in the classroom.
Related links & documents
Education/Academic qualification
Computer Science, Ph.D., University of Southern Mississippi
2017 → 2021
Award Date: Dec 9 2021
Computer Science and Engineering, MSc, Mawlana Bhashani Science and Technology University
2012 → 2015
Computer Science and Engineering, BSc (Engr.), Mawlana Bhashani Science and Technology University
2006 → 2010
Scopus Subject Areas
- Artificial Intelligence
- Computer Vision and Pattern Recognition
- Computer Science Applications
- Statistics, Probability and Uncertainty
- Software
- Information Systems
Disciplines
- Computer Sciences
- Data Science
Research Interests
- Applied Cybersecurity
- Data Science
- Machine Learning and Data Mining
- Machine Learning and Neural Networks
- Blockchain
- Computer Algorithm Design and Analysis
- Medical Image Analysis
- Image Processing
- Computer Vision
- Smart Agriculture
- Brain Computer Interface
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- 1 Similar Profiles
Collaborations and top research areas from the last five years
Projects/Grants
- 6 Active
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AI-based Smart Healthcare System using Quantum Sensing and Wearables
Rana, M. S. (PI)
07/1/25 → …
Project: Research
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Smart Agriculture: IoT-based Irrigation and Nutrient Management
Rana, M. S. (PI)
06/14/24 → …
Project: Research
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Machine Learning in Access Control: A Taxonomy [Systematization of Knowledge Paper]
Nobi, M. N., Gupta, M., Krishnan, R., Rana, M. S., Praharaj, L. & Abdelsalam, M., Jul 8 2025, Proceedings of the 30th ACM Symposium on Access Control Models and Technologies. p. 145-156 12 p. (Proceedings of the 30th ACM Symposium on Access Control Models and Technologies).Research output: Contribution to book or proceeding › Conference article › peer-review
Open Access -
Advanced Deepfake Detection using Machine Learning Algorithms: A Statistical Analysis and Performance Comparison
Rana, M. S. & Sung, A. H., Mar 15 2024, Proceedings - 2024 7th International Conference on Information and Computer Technologies, ICICT 2024. p. 75-81 7 p. (2024 7th International Conference on Information and Computer Technologies (ICICT)).Research output: Contribution to book or proceeding › Conference article › peer-review
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DEEPDISTAL: Deepfake Dataset Distillation using Active Learning
Rana, M. S., Jul 2024, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops.Research output: Contribution to book or proceeding › Conference article › peer-review
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Deepfakes – Reality Under Threat?
Rana, M. S., Solaiman, M., Gudla, C. & Sohan, M. F., Jan 8 2024, 2024 IEEE 14th Annual Computing and Communication Workshop and Conference, CCWC 2024. Paul, R. & Kundu, A. (eds.). p. 721-727 7 p. (2024 IEEE 14th Annual Computing and Communication Workshop and Conference (CCWC)).Research output: Contribution to book or proceeding › Conference article › peer-review
4 Scopus citations -
Enhancing Global Security: A Robust CNN Model for Deepfake Video Detection
Solaiman, M. & Rana, M. S., Mar 15 2024, Proceedings - 2024 7th International Conference on Information and Computer Technologies, ICICT 2024. p. 238-243 6 p. (2024 7th International Conference on Information and Computer Technologies (ICICT)).Research output: Contribution to book or proceeding › Conference article › peer-review
5 Scopus citations
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International Conference on Information and Computer Technologies (Event)
Rana, M. S. (Member)
Mar 11 2026 → Mar 13 2026Activity: Membership › Committee Member
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International Conference on Information and Computer Technologies (Event)
Rana, M. S. (Member)
Mar 14 2025 → Mar 16 2025Activity: Membership › Committee Member
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ACM Workshop on Secure and Trustworthy Cyber-Physical Systems (Event)
Rana, M. S. (Member)
Jun 21 2024Activity: Membership › Committee Member
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International Conference on Information and Computer Technologies (Event)
Rana, M. S. (Co-Chair)
Mar 15 2024 → Mar 17 2024Activity: Membership › Committee Member
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ACM Workshop on Secure and Trustworthy Cyber-Physical Systems (Event)
Rana, M. S. (Member)
Apr 26 2023 → …Activity: Membership › Committee Member