Author

Eman El-Sheikh

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#artificial intelligence Preprint Sep 2026

Temporal and Multimodal Deep Learning for Cyberattack Detection in LEO Satellite Systems

This work investigates structured learning architectures that preserve hardware, orbital, and RF information, including a Subsystem-Fusion MLP and a hierarchical multimodal Transformer that models both cross-subsystem interactions and temporal evolution and demonstrates the value of structured multimodal modeling and r...

Kyle Stein, Guillermo A. Francia, Eman El-Sheikh et al. · 0 citations

Conference Jul 2026

Governance-Aware, Privacy-Preserving Retrieval-Augmented Large Language Models for Clinical Triage Decision Support

Large Language Models (LLMs) offer significant potential for clinical decision support, but their deployment is constrained by hallucination, privacy risks, and limited interpretability. Retrieval-Augmented Generation (RAG) improves reliability by grounding outputs in patient-specific electronic health records (EHRs);...

A. K. I. Riad, Md Abdul Barek, Hossain Shahriar et al. · International Conference on... · 0 citations