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PLDP-FL: Federated Learning with Personalized Local Differential Privacy

As a popular machine learning method, federated learning (FL) can effectively solve the issues of data silos and data privacy. However, traditional federated learning schemes cannot provide sufficient privacy protection. Furthermore, most secure federated learning schemes based on local differential...

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Bibliografische gegevens
Hoofdauteurs: Xiaoying Shen, Hang Jiang, Yange Chen, Baocang Wang, Le Gao
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: MDPI AG 2023-03-01
Reeks:Entropy
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Online toegang:https://www.mdpi.com/1099-4300/25/3/485
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