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

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Visible to the public Lightweight Crypto-Assisted Distributed Differential Privacy for Privacy-Preserving Distributed Learning

Submitted by aekwall on Mon, 01/11/2021 - 1:40pm
  • mean square error methods
  • unbiased encoding
  • trusted server
  • three-layer encryption protocol
  • private training data
  • privacy-preserving distributed learning
  • privacy guarantees
  • lightweight crypto-assisted distributed differential privacy
  • floating-point values
  • distributed learning
  • distributed differential privacy
  • centralized differential privacy
  • privacy-utility tradeoff
  • Privacy-preserving
  • mean squared error
  • Scalability
  • differential privacy
  • privacy
  • composability
  • pubcrawl
  • Human behavior
  • Resiliency
  • privacy leakage
  • learning (artificial intelligence)
  • Data models
  • Cryptographic Protocols
  • distributed processing
  • data privacy
  • encryption
  • Servers

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