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Author

Mohamed Hadded

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Open access Aug 2026

Leveraging deep learning for advanced routing optimization in urban vehicular networks

A Deep Learning-based Routing Optimization (DLRO) framework that integrates an attention-based DL model with Federated Learning (FL) for efficient and privacy-preserving route prediction in urban vehicular networks is proposed.

Hamza Mukhtar, Mourad Elhadef, Muhammad Usman Ghani Khan et al. · 0 citations
Review Jul 2026

Privacy-preserving AI in healthcare: a comprehensive survey of techniques and challenges

This study aims to guide researchers and practitioners in designing secure, efficient, and privacy-preserving AI systems for healthcare by proposing a structured classification of privacy-preserving methods into four main categories: cryptographic approaches, decentralized learning methods, perturbation-based techniques, and hybrid models.

Chaima Bejaoui, Mohamed Hadded, Hakim Ghazzai et al. · 0 citations

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