Securing Networks: A Deep Learning Approach with Explainable AI (XAI) and Federated Learning for Intrusion Detection. - Kazi Fatema; Mehrin Anannya; Samrat Kumar Dey; Chunhua Su; Rashed Mazumder (DSPP (1), 2024)

Dynamic Encryption-Based Cloud Security Model using Facial Image and Password-based Key Generation for Multimedia Data. - Naima Sultana Ayesha; Mehrin Anannya; Md. Biplob Hosen; Rashed Mazumder (CoRR, 2025)

Impact, Causation and Prediction of Socio-Academic and Economic Factors in Exam-centric Student Evaluation Measures using Machine Learning and Causal Analysis. - Md. Biplob Hosen; Sabbir Ahmed; Bushra Akter; Mehrin Anannya (CoRR, 2025)

From Code to Career: Assessing Competitive Programmers for Industry Placement. - Md Imranur Rahman Akib; Fathima Binthe Muhammed; Umit Saha; Md Fazlul Karim Patwary; Mehrin Anannya; Md Alomgeer Hussein; Md. Biplob Hosen (CoRR, 2025)

Explainable AI and Machine Learning for Exam-based Student Evaluation: Causal and Predictive Analysis of Socio-academic and Economic Factors. - Bushra Akter; Md. Biplob Hosen; Sabbir Ahmed; Mehrin Anannya; Md. Farhad Hossain (CoRR, 2025)