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Lecturer
From 7 January 2025 to Present
Department of Computer Science and Engineering
University of Asia Pacific

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• Federated Learning
• Computer Vision
• Machine Learning
• Deep Learning

1. Bidita Sarkar Diba, Jayonto Dutta Plabon, MD Mahmudur Rahman, Durjoy Mistry, Aloke Kumar Saha, and M. F. Mridha. "Explainable federated learning for privacy-preserving bangla sign language detection." Engineering Applications of Artificial Intelligence 134 (2024): 108657. DOI: https://doi.org/10.1016/j.engappai.2024.108657

2. Durjoy Mistry, Jayonto Dutta Plabon, Bidita Sarkar Diba, Saddam Mukta, and M. F. Mridha. "Federated Learning-Based Architecture for Personalized Next Emoji Prediction for Social Media Comments." IEEE Access (2024). DOI: https://doi.org/10.1109/ACCESS.2024.3448470

3. Bidita Sarkar Diba, Jayonto Dutta Plabon, Tasnim Jahin Mowla, Nazneen Nahar, Durjoy Mistry, Sourav Sarker, M. F. Mridha, and Jungpil Shin. "Open problems and challenges in federated learning for IoT: A comprehensive review and strategic guide." Computers and Electrical Engineering 126 (2025): 110515. DOI: https://doi.org/10.1016/j.compeleceng.2025.110515

4. Durjoy Mistry, Bidita Sarkar Diba, Jayonto Dutta Plabon, Salah Uddin Ahmed, and M. F. Mridha. "Personalized Pomodoro Productivity Tracking with Privacy-Preserving Machine Learning in Human-Computer Interaction." In International Conference on Human-Computer Interaction, pp. 416-427. Cham: Springer Nature Switzerland, 2025. Link: https://link.springer.com/chapter/10.1007/978-3-031-93965-5_29

5. Bidita Sarkar Diba, Jayonto Dutta Plabon, Nishat Tasnim, Mehjabin Hossain, Durjoy Mistry, Sourav Sarker, M. F. Mridha, Yuichi Okuyama, and Jungpil Shin. "From Centralization to Decentralization: Blockchain’s Role in Transforming Social Media Platforms." IEEE Access (2025). DOI: 10.1109/ACCESS.2025.356166