Author

Ahmed Aljughaiman

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#federated learning Open access Sep 2026

Anomaly detection of internet of medical things cyberattacks using federated learning

Devices connected to the Internet of Medical Things (IoMT) handle sensitive patient data under strict privacy and resource constraints. Centralized intrusion detection introduces privacy risks and communication bottlenecks, while existing Federated Learning (FL) solutions struggle with class imbalance and data hete...

Sarah Alfayz, Sara AlRasheed, Maha Al-Marri et al. · Scientific Reports · 0 citations

#explainable ai Open access Aug 2026

A Multi-Layer Behavioral and Explainable Framework for Robust Detection of Backdoor Attacks in Deep Neural Networks

Backdoor attacks pose a critical threat to Deep Neural Networks (DNNs) by embedding hidden behaviors that are activated only under specific trigger conditions, compromising the reliability of Artificial Intelligence (AI) systems. Existing detection approaches often rely on single-method assumptions, limited data access...

Ahmed Aljughaiman, Abdulmohsen Saud Albesher, Abdullah Albuali et al. · Figshare · 0 citations