GUPT: privacy preserving data analysis made easy.
Prashanth MohanAbhradeep ThakurtaElaine ShiDawn SongDavid E. CullerPublished in: SIGMOD Conference (2012)
Keyphrases
- privacy preserving
- data analysis
- privacy preservation
- privacy preserving data mining
- multi party
- data mining
- vertically partitioned data
- data transformation
- sensitive information
- privacy protection
- data collection
- private information
- privacy concerns
- machine learning
- secure multiparty computation
- data privacy
- record linkage
- private data
- naive bayesian classification
- horizontally partitioned
- business intelligence
- data publishing
- privacy sensitive
- data perturbation
- scalar product
- data sets
- horizontally partitioned data
- preserving privacy
- privacy requirements
- personal data