Privacy integrated queries: an extensible platform for privacy-preserving data analysis.
Frank McSherryPublished in: SIGMOD Conference (2009)
Keyphrases
- privacy preserving
- data analysis
- privacy preserving data mining
- horizontally partitioned
- privacy preservation
- differential privacy
- differentially private
- privacy requirements
- private information
- vertically partitioned data
- privacy concerns
- sensitive information
- private data
- privacy protection
- multi party
- data privacy
- privacy issues
- personal data
- privacy sensitive
- horizontally partitioned data
- data publishing
- privacy guarantees
- query processing
- privacy preserving classification
- data transformation
- preserving privacy
- data perturbation
- database
- secure multiparty computation
- data anonymization
- data collection
- data model
- homomorphic encryption
- high dimensional data
- web search engines
- sensitive data
- data mining
- query logs
- partitioned data
- privacy preserving association rule mining
- record linkage
- knowledge discovery
- data sources
- user privacy
- scalar product