On the Theory and Practice of Privacy-Preserving Bayesian Data Analysis.
James R. FouldsJoseph GeumlekMax WellingKamalika ChaudhuriPublished in: CoRR (2016)
Keyphrases
- privacy preserving
- data analysis
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- sensitive information
- private information
- multi party
- data transformation
- naive bayesian classification
- data privacy
- privacy concerns
- data collection
- data perturbation
- horizontally partitioned data
- partitioned data
- privacy requirements
- private data
- privacy protection
- preserving privacy
- data mining
- differential privacy
- privacy preserving classification
- secure multiparty computation
- horizontally partitioned
- privacy sensitive
- differentially private
- high dimensional
- privacy preserving association rule mining
- personal data