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Differentially Private Federated Learning: Privacy and Utility Analysis of Output Perturbation and DP-SGD.

Anastasia PustozerovaJan BaumbachRudolf Mayer
Published in: BigData (2023)
Keyphrases
  • differentially private
  • differential privacy
  • privacy guarantees
  • privacy preserving
  • social networks
  • dynamic programming
  • data sources
  • private data
  • stochastic gradient descent