Proving Differential Privacy via Probabilistic Couplings.
Gilles BartheMarco GaboardiBenjamin GrégoireJustin HsuPierre-Yves StrubPublished in: LICS (2016)
Keyphrases
- differential privacy
- differentially private
- private data
- privacy preserving
- privacy guarantees
- tabular data
- probabilistic model
- data sharing
- privacy preservation
- privacy preserving data mining algorithms
- bayesian networks
- data privacy
- anonymized data
- personal information
- database
- data mining
- information retrieval systems