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Salma El-Sayed

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Open access 2022

Self Healing Cloud IoT Systems Using Adversarial Machine Learning

A self-healing Cloud–IoT architecture enhanced by adversarial machine learning (AML) to autonomously detect, mitigate, and recover from malicious disruptions is proposed, proving the effectiveness of AML-driven self-healing mechanisms for next-generation distributed systems.

Salma El-Sayed, Ahmed Hassan · 0 citations
Open access 2021

Digital Identity Verification Using Liveness Detection Models

A systematic framework is proposed, encompassing data acquisition, preprocessing, feature extraction, model training, and decision fusion, supported by mathematical formulations for classification, loss optimization, and evaluation metrics, offering a scalable approach for secure digital identity verification.

Salma El-Sayed · 0 citations

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