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National Science Foundation

Cyber-Physical Systems Virtual Organization

Read-only archive of site from September 29, 2023.

CPS-VO

stochastic gradient descent (SGD)

biblio

Visible to the public Federated Learning with Local Differential Privacy: Trade-Offs Between Privacy, Utility, and Communication

Submitted by grigby1 on Tue, 04/26/2022 - 11:38am
  • privacy
  • Stochastic processes
  • stochastic gradient descent (SGD)
  • signal processing
  • Sensitivity
  • Scalability
  • Resiliency
  • resilience
  • pubcrawl
  • Collaborative Work
  • local differential privacy (LDP)
  • Human behavior
  • Gaussian randomization
  • federated learning (FL)
  • differential privacy
  • Conferences
  • composition theorems
  • composability

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