Renyi Differential Privacy Mechanisms for Posterior Sampling.
Joseph GeumlekShuang SongKamalika ChaudhuriPublished in: NIPS (2017)
Keyphrases
- differential privacy
- differentially private
- privacy preserving
- private data
- privacy guarantees
- privacy preserving data mining algorithms
- tabular data
- probability distribution
- probabilistic model
- personal information
- random sampling
- data sharing
- privacy preservation
- posterior distribution
- privacy protection
- data privacy
- databases
- active learning