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National Science Foundation

Cyber-Physical Systems Virtual Organization

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

CPS-VO

privacy-utility trade-off

biblio

Visible to the public Bidirectional Information Flow and the Roles of Privacy Masks in Cloud-Based Control

Submitted by aekwall on Mon, 09/21/2020 - 3:49pm
  • Gaussian noise
  • Control Theory and Privacy
  • uplink privacy masks
  • privacy loss
  • noise levels
  • linear plant
  • Gaussian process noise
  • downlink privacy masks
  • cloud-based control architecture
  • cloud-based control
  • bidirectional information flow
  • Cloud Computing
  • privacy-utility trade-off
  • cyber physical systems
  • cyber-physical systems
  • Mutual information
  • privacy
  • pubcrawl
  • Human behavior
  • Resiliency
  • data privacy
  • Scalability
biblio

Visible to the public Maximal Information Leakage based Privacy Preserving Data Disclosure Mechanisms

Submitted by aekwall on Mon, 04/20/2020 - 10:31am
  • confidential label
  • privacy models and measurement
  • Sibson mutual information
  • privacy-utility trade-off
  • privacy preserving data disclosure mechanisms
  • privacy metric
  • output data vector
  • MNIST dataset
  • maximal information leakage
  • Information Theoretic Privacy
  • information theoretic measures
  • FERG dataset
  • data vectors
  • data driven setting
  • data privacy
  • Bernoulli-Gaussian model
  • auto-encoders
  • privacy preservation
  • distortion
  • generative adversarial networks
  • gaussian distribution
  • Measurement
  • Mutual information
  • optimization
  • Metrics
  • privacy
  • pubcrawl
  • Data models

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