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Open access Jul 2026

Privacy-Preserving and Quantum-Resistant Federated Learning Framework for Fog Healthcare Systems

This study presents the first proven, end-to-end solution that shows that federated medical facilities can be securely encrypted from end to end, and uses differential privacy during model training to protect patients’ personal information.

N. Kannan, K. Balasubramanian · 0 citations

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