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...

Descripción completa

Detalles Bibliográficos
Autores principales: Shen, Xiaoying, Jiang, Hang, Chen, Yange, Wang, Baocang, Gao, Le
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10048376/
https://www.ncbi.nlm.nih.gov/pubmed/36981374
http://dx.doi.org/10.3390/e25030485

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10048376/
https://www.ncbi.nlm.nih.gov/pubmed/36981374
http://dx.doi.org/10.3390/e25030485

Ejemplares similares