Utility and Privacy Assessments of Synthetic Data for Regression Tasks.

Markus Hittmeir Andreas Ekelhart Rudolf Mayer

Published in: IEEE BigData (2019)

Keyphrases

synthetic data
real image data
real world
privacy requirements
differential privacy
data sets
privacy preserving
machine learning
real life
privacy aware
mri data
privacy preservation
data anonymization
simple linear
private information
synthetic datasets
regression analysis
model selection