Cross-silo Federated Learning with Record-level Personalized Differential Privacy

Federated learning (FL) enhanced by differential privacy has emerged as a popular approach to better safeguard the privacy of client-side data by protecting clients' contributions during the training process. Existing solutions typically assume a uniform privacy budget for all records and provi...

Full description

Bibliographic Details

Published in:	Proceedings of the ... ACM Conference on Computer and Communications Security Vol. 2024; p. 303
Main Authors:	Liu, Junxu, Lou, Jian, Xiong, Li, Liu, Jinfei, Meng, Xiaofeng
Format:	Journal Article
Language:	English
Published:	United States 01.10.2024
Subjects:	Differential Privacy Federated Learning Personalized Privacy Protection
ISSN:	1543-7221, 1543-7221
Online Access:	Get more information
Tags:	Add Tag No Tags, Be the first to tag this record!