The Dirichlet Mechanism for Differential Privacy on the Unit Simplex.

Parham Gohari Bo Wu Matthew T. Hale Ufuk Topcu

Published in: CoRR (2019)

Keyphrases

differential privacy
differentially private
privacy guarantees
privacy preserving
private data
tabular data
data sharing
privacy preservation
data privacy
privacy preserving data mining algorithms
data mining
anonymized data
database
data sets
data quality