Proving Differential Privacy via Probabilistic Couplings.

Gilles Barthe Marco Gaboardi Benjamin Grégoire Justin Hsu Pierre-Yves Strub

Published in: CoRR (2016)

Keyphrases

differential privacy
differentially private
privacy preserving
private data
tabular data
bayesian networks
data sharing
privacy preserving data mining algorithms
probabilistic model
privacy preservation
privacy guarantees
knowledge discovery
third party
database
association rules
database systems
data mining