On the Theory and Practice of Privacy-Preserving Bayesian Data Analysis.
James R. FouldsJoseph GeumlekMax WellingKamalika ChaudhuriPublished in: UAI (2016)
Keyphrases
- privacy preserving
- data analysis
- privacy preservation
- privacy preserving data mining
- vertically partitioned data
- multi party
- sensitive information
- preserving privacy
- private information
- data perturbation
- privacy concerns
- data mining
- data privacy
- secure multiparty computation
- privacy sensitive
- privacy protection
- horizontally partitioned
- personal data
- private data
- data transformation
- privacy issues
- privacy requirements
- data sets
- scalar product
- partitioned data
- medical images
- naive bayesian classification
- record linkage
- business intelligence
- privacy preserving classification
- data mining techniques
- data model
- privacy preserving association rule mining