Privacy-Preserving On-Screen Activity Tracking and Classification in E-Learning Using Federated Learning. - Durjoy Mistry; Muhammad Firoz Mridha; Mejdl S. Safran; Sultan Alfarhood; Aloke Kumar Saha; Dunren Che (IEEE Access, 2023)

Federated Learning-Based Architecture for Personalized Next Emoji Prediction for Social Media Comments. - Durjoy Mistry; Jayonto Dutta Plabon; Bidita Sarkar Diba; Md. Saddam Hossain Mukta; Muhammad Firoz Mridha (IEEE Access, 2024)

Explainable federated learning for privacy-preserving bangla sign language detection. - Bidita Sarkar Diba; Jayonto Dutta Plabon; Md Mahmudur Rahman; Durjoy Mistry; Aloke Kumar Saha; Muhammad Firoz Mridha (Eng. Appl. Artif. Intell., 2024)

Personalized Pomodoro Productivity Tracking with Privacy-Preserving Machine Learning in Human-Computer Interaction. - Durjoy Mistry; Bidita Sarkar Diba; Jayonto Dutta Plabon; Salah Uddin Ahmed; Muhammad Firoz Mridha (HCI (6), 2025)

From Centralization to Decentralization: Blockchain's Role in Transforming Social Media Platforms. - Bidita Sarkar Diba; Jayonto Dutta Plabon; Nishat Tasnim; Mehjabin Hossain; Durjoy Mistry; Sourav Sarker; M. F. Mridha 001; Yuichi Okuyama 001; Jungpil Shin 001 (IEEE Access, 2025)

Open problems and challenges in federated learning for IoT: A comprehensive review and strategic guide. - Bidita Sarkar Diba; Jayonto Dutta Plabon; Tasnim Jahin Mowla; Nazneen Nahar; Durjoy Mistry; Sourav Sarker; M. F. Mridha 001; Jungpil Shin 001 (Comput. Electr. Eng., 2025)

Deep learning for predicting essential proteins using topological features and gene ontology. - Md. Shahidul Islam; Md. Rafiqul Islam; Durjoy Mistry (Neural Comput. Appl., 2025)