Rényi Differential Privacy Mechanisms for Posterior Sampling.
Joseph GeumlekShuang SongKamalika ChaudhuriPublished in: CoRR (2017)
Keyphrases
- differential privacy
- differentially private
- privacy preserving
- private data
- tabular data
- markov chain monte carlo
- privacy guarantees
- privacy preserving data mining algorithms
- data sharing
- privacy preservation
- data privacy
- posterior distribution
- privacy protection
- anonymized data
- personal information
- web search
- search logs
- database
- probability distribution
- digital libraries
- keywords
- social networks
- data sets