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· International Journal of Art...· 0 citations
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· International Journal of App...· 0 citations
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