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Sensitivity-Aware Differential Privacy for Federated Medical Imaging

Federated learning (FL) enables collaborative model training across multiple institutions without the sharing of raw patient data, making it particularly suitable for smart healthcare applications. However, recent studies revealed that merely sharing gradients provides a false sense of security, as...

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Auteurs principaux: Lele Zheng, Yang Cao, Masatoshi Yoshikawa, Yulong Shen, Essam A. Rashed, Kenjiro Taura, Shouhei Hanaoka, Tao Zhang
Format: Artigo
Langue:Inglês
Publié: MDPI AG 2025-04-01
Collection:Sensors
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Accès en ligne:https://www.mdpi.com/1424-8220/25/9/2847
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