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A Secure and Trustworthy Network Architecture for Federated Learning Healthcare Applications / Boiano, Antonio (Milan, Polytech.) ; Di Gennaro, Marco (Milan, Polytech.) ; Barbieri, Luca (Milan, Polytech.) ; Carminati, Michele (Milan, Polytech.) ; Nicoli, Monica (Milan, Polytech.) ; Redondi, Alessandro (Milan, Polytech.) ; Savazzi, Stefano (IFN, Rome) ; Aillet, Albert Sund (CERN) ; Santos, Diogo Reis (CERN) ; Serio, Luigi (CERN)
Federated Learning (FL) has emerged as a promising approach for privacy-preserving machine learning, particularly in sensitive domains such as healthcare. [...]
arXiv:2404.11698. - 6 p.
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