Scholarly outputs and selected publications.

Lightweight Intrusion Detection Systems for IoT–Edge Environments: A PRISMA-ScR Systematic Review of Deployability Evidence and a Unified Assessment Framework

Md Manirul Islam, Umme Salsabil, Mekhriddin Nurmamatov, Sazzad Hossain

Future Internet

AI-Augmented Federated Learning: A Predictive Framework for Detecting and Real-Time Correlation of IAM, Network Telemetry, and Endpoint Events

M. M. Rahman, S. Hossain

Scientific Culture

Federated learning and AI-based telemetry correlation for preventing advanced cyber threats and lateral movement.

Enhanced Facial Realism in Personalized Diffusion Models: A Memory-Optimized DreamBooth Implementation for Consumer Hardware

S. Gupta, K. Ray, M. S. Kaiser, S. Hossain, J. Faubert

Algorithms

Memory-optimized personalized diffusion model workflow for consumer hardware.

Quantum-Enhanced Multimodal Fusion Networks for Integrated Cancer Diagnosis: Combining CT, Genomics, and Clinical Records

S. Gupta, K. Ray, M. S. Kaiser, S. Hossain, J. Faubert

Algorithms

Quantum-enhanced multimodal fusion approach for integrated cancer diagnosis using medical imaging, genomics, and clinical records.

Recommender System in Academic Choices of Higher Education: A Systematic Review

N. Kamal, F. Sarkar, A. Rahman, S. Hossain, K. A. M. Mamun

IEEE Access

A systematic review of recommender systems supporting higher education choices.

Explainable AI-based Humerus Fracture Detection and Classification from X-ray Images

K. Barua et al.

26th International Conference on Computer and Information Technology (ICCIT), IEEE

Explainable computer vision for medical image analysis and fracture classification.

Proceedings of The Fourth Industrial Revolution and Beyond

S. Hossain et al.

Lecture Notes in Electrical Engineering, Springer Nature

Edited volume on technologies shaping the Fourth Industrial Revolution and beyond.