Skip to main content

Research Repository

Advanced Search

PFL-LDG: Privacy-preserving Federated Learning via Lightweight Device Grouping

Wang, Zhilu; Liu, Qi; Liu, Xiaodong

Authors

Zhilu Wang

Qi Liu



Citation

Wang, Z., Liu, Q., & Liu, X. (in press). PFL-LDG: Privacy-preserving Federated Learning via Lightweight Device Grouping.

Conference Name The 9th IEEE International Conference on Privacy Computing and Data Security (PCDS 2023) as Part of the IEEE Smart World Congress 2023
Conference Location Portsmouth, UK
Start Date Aug 28, 2023
End Date Aug 31, 2023
Acceptance Date May 19, 2023
Deposit Date Jun 9, 2023
Publicly Available Date Mar 28, 2024
Publisher Institute of Electrical and Electronics Engineers
Keywords Federated Learning, Non-IID, Personalization, Lightweight Encryption, Similarity-based Clustering, Privacy