Local differentially private federated learning with homomorphic encryption

Jianzhe Zhao, Chenxi Huang, Wenji Wang, Rulin Xie, Rongrong Dong, Stan Matwin

Research output: Contribution to journalArticlepeer-review

3 Citations (Scopus)
Original languageEnglish
Pages (from-to)19365-19395
Number of pages31
JournalJournal of Supercomputing
Volume79
Issue number17
DOIs
Publication statusPublished - Nov 2023

ASJC Scopus Subject Areas

  • Theoretical Computer Science
  • Software
  • Information Systems
  • Hardware and Architecture

Keywords

  • Accuracy-oriented privacy parameter adjustment
  • Federated learning
  • Homomorphic encryption
  • Local differential privacy

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