Generalization Techniques Empirically Outperform Differential Privacy against Membership Inference.

Jiaxiang Liu Simon Oya Florian Kerschbaum

Published in: CoRR (2021)

Keyphrases

differential privacy
differentially private
privacy preserving
private data
privacy guarantees
tabular data
data sharing
privacy preserving data mining algorithms
privacy preservation
personal information
data privacy
data sets
anonymized data
sensitive attributes
bayesian inference
data quality
search engine