Securing Distributed SGD Against Gradient Leakage Threats Article

Wei, Wenqi, Liu, Ling, Zhou, Jingya et al. (2023). Securing Distributed SGD Against Gradient Leakage Threats . IEEE Transactions on Parallel and Distributed Systems, 34(7), 2040-2054. 10.1109/TPDS.2023.3273490

International Collaboration

cited authors

  • Wei, Wenqi; Liu, Ling; Zhou, Jingya; Chow, Ka-Ho; Wu, Yanzhao

authors

publication date

  • July 1, 2023

published in

keywords

  • Computer Science
  • Computer Science, Theory & Methods
  • Differential privacy
  • Engineering
  • Engineering, Electrical & Electronic
  • Federated learning
  • Privacy
  • Resilience
  • Science & Technology
  • Sensitivity
  • Technology
  • Training
  • Training data
  • distributed system
  • gradient leakage attack
  • privacy analysis

Digital Object Identifier (DOI)

start page

  • 2040

end page

  • 2054

volume

  • 34

issue

  • 7