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GSFedSec: Group Signature-Based Secure Aggregation for Privacy Preservation in Federated Learning

Privacy must be preserved when working with client data in machine learning. Federated learning (FL) provides a way to preserve user data privacy by aggregating locally trained models without sharing the user data. Still, the privacy of user identity is not preserved. Secure aggregation is a popular...

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Autors principals: Sneha Kanchan, Jae Won Jang, Jun Yong Yoon, Bong Jun Choi
Format: Artigo
Idioma:Inglês
Publicat: MDPI AG 2024-09-01
Col·lecció:Applied Sciences
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Accés en línia:https://www.mdpi.com/2076-3417/14/17/7993
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