Publications

Al Amin et al. "Lightweight Privacy-First Federated Learning for Medical AI." EAI SecureComm, 2026.

Al Amin et al. "Multilingual Code Evaluation with LLM-as-a-Judge: AI-Assisted Feedback for Human-Centric Understanding." AI-SQE at ICSE, 2026.

Al Amin et al. "Physics-Embedded Feature Learning for AI in Medical Imaging." IEEE SoutheastCon, 2026.

Al Amin et al. "Privacy-Preserving Federated Vision Transformer Learning Leveraging Lightweight Homomorphic Encryption in Medical AI." IEEE ICNC, 2026.

Al Amin. "SENTINEL: A Multi-Pathway Architecture for Detecting Living-off-the-Land APT Attacks on Windows Command Lines." IEEE Military Communications Conference (MILCOM), 2026.

Al Amin et al. "Advancing Healthcare: Innovative ML Approaches for Improved Medical Imaging in Data-Constrained Environments." IEEE GLOBECOM, 2025.

Al Amin et al. "AI-Driven Secure Data Sharing: A Trustworthy and Privacy-Preserving Approach." IEEE CCNC, 2025.

Al Amin et al. "ViT Enhanced Privacy-Preserving Secure Medical Data Sharing and Classification." IEEE CCNC, 2025.

Al Amin et al. "XAI-Empowered MRI Analysis for Consumer Electronic Health." IEEE Transactions on Consumer Electronics, vol. 71, no. 1, 2025.

Al Amin et al. "Integrating AI and Edge Computing for Advanced Safety at Railroad Grade Crossings." Journal of Rail Transportation Planning and Management, 2024.

Al Amin et al. "Empowering Healthcare through Privacy-Preserving MRI Analysis." IEEE SoutheastCon, 2024.

Al Amin et al. "An Explainable AI Framework for Artificial Intelligence of Medical Things." IEEE GLOBECOM, 2023.

Al Amin et al. "Intelligent Railroad Grade Crossing: Semantic Segmentation and Object Detection for Enhanced Safety." IRF Global R2T Conference, 2023.

Al Amin et al. "Analysing and Detecting Extreme-Selfie Images Using Ensemble Technique." IEEE ICCIT, 2022.

Al Amin et al. "Industrial Product Defect Detection Using Custom U-Net." IEEE ICCIT, 2022.