Author

Salma Aboelmagd

3 papers indexed here

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Conference Open access Sep 2026

Metric Learning for Generalizable Cyber Attack Detection in Unmanned Aerial Vehicles

Unmanned aerial vehicles (UAVs) operate as cyber-physical systems that continuously exchange telemetry and control data over wireless links, exposing them to attacks targeting both communication and data integrity. Existing machine learning-based intrusion detection systems for UAVs are evaluated under closed-set assum...

Salma Aboelmagd, Garrison Gralike, Rachad Atat et al. · IEEE Conference on Communica... · 0 citations

#artificial intelligence Preprint Oct 2026

Hardware-Assisted Multi-Stage Ransomware Detection with Adaptive Machine Learning

This paper proposes an novel framework that couples software-level scanning with hardware-level microprocessor activity monitoring to achieve efficient ransomware detection and mitigation and provides trace-level interpretability that explains the underlying decision process.

Salma Aboelmagd, Md Rakibul Ahasan, Zhi-Xin Pan et al. · 0 citations

#graph neural networks Sep 2026

Simplicial Graph-Based Detection and Localization of Cyber Attacks Against Large-Scale Smart Grids

Ensuring the resilience of large-scale power systems against cyber attacks is critical to maintaining the stability of modern cyber-physical energy systems. Existing machine learning (ML)-based detection frameworks predominantly focus on pairwise node interactions (i.e., edges) and often overlook capturing higher-order...

Salma Aboelmagd, Rachad Atat, Abdulrahman Takiddin · IEEE Transactions on Smart G... · 0 citations