Scholarship
Browse the lab's publications by year, research area, or publication type, or search by title and author.
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Al Amin, et al.
AI-SQE at ICSE, 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.
IEEE ICNC, 2026
Al Amin et al. "Privacy-Preserving Federated Vision Transformer Learning Leveraging Lightweight Homomorphic Encryption in Medical AI." IEEE ICNC, 2026.
Al Amin
IEEE Military Communications Conference (MILCOM), 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.
Manuscript submitted — under peer review; not yet published.
Al Amin
NDSS 2027, 2027
Al Amin. "FedTrace: Forensic Client Attribution and Attack-Onset Localization in Heterogeneous Federated Learning." Submitted to NDSS 2027.
Al Amin
IEEE Access, 2026
Al Amin. "Grid-Wise Physics-Informed Federated Learning with Spatially-Localized Feature Regularization for Heterogeneous Medical Image Classification." IEEE Access, 2026.
Al Amin, et al.
EAI SecureComm, 2026
Al Amin et al. "Lightweight Privacy-First Federated Learning for Medical AI." EAI SecureComm, 2026.
Al Amin, et al.
AI-SQE at ICSE, 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.
IEEE SoutheastCon, 2026
Al Amin et al. "Physics-Embedded Feature Learning for AI in Medical Imaging." IEEE SoutheastCon, 2026.
Al Amin, et al.
IEEE ICNC, 2026
Al Amin et al. "Privacy-Preserving Federated Vision Transformer Learning Leveraging Lightweight Homomorphic Encryption in Medical AI." IEEE ICNC, 2026.
Al Amin
IEEE Military Communications Conference (MILCOM), 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.
IEEE GLOBECOM, 2025
Al Amin et al. "Advancing Healthcare: Innovative ML Approaches for Improved Medical Imaging in Data-Constrained Environments." IEEE GLOBECOM, 2025.
Al Amin, et al.
IEEE CCNC, 2025
Al Amin et al. "AI-Driven Secure Data Sharing: A Trustworthy and Privacy-Preserving Approach." IEEE CCNC, 2025.
Al Amin, et al.
IEEE CCNC, 2025
Al Amin et al. "ViT Enhanced Privacy-Preserving Secure Medical Data Sharing and Classification." IEEE CCNC, 2025.
Al Amin, et al.
IEEE Transactions on Consumer Electronics, 2025 · vol. 71 , no. 1
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.
Journal of Rail Transportation Planning and Management, 2024
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.
IEEE SoutheastCon, 2024
Al Amin et al. "Multi Hospital MRI Analysis with Privacy-Preserving Ensemble Enhanced Federated Learning." IEEE SoutheastCon, 2024.
Al Amin, et al.
IEEE GLOBECOM, 2023
Al Amin et al. "An Explainable AI Framework for Artificial Intelligence of Medical Things." IEEE GLOBECOM, 2023.
Al Amin, et al.
IRF Global R2T Conference, 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.
IEEE ICCT, 2022
Al Amin et al. "ADPT: An Automated Disease Prognosis Tool Using Hybrid Deep Learning Architecture." IEEE ICCT, 2022.
Al Amin, et al.
IEEE ICCIT, 2022
Al Amin et al. "Analysing and Detecting Extreme-Selfie Images Using Ensemble Technique." IEEE ICCIT, 2022.
Al Amin, et al.
IEEE ICCIT, 2022
Al Amin et al. "Industrial Product Defect Detection Using Custom U-Net." IEEE ICCIT, 2022.
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