Privacy integrated queries: an extensible platform for privacy-preserving data analysis.
Frank McSherryPublished in: Commun. ACM (2010)
Keyphrases
- privacy preserving
- data analysis
- privacy preserving data mining
- horizontally partitioned
- privacy preservation
- differential privacy
- differentially private
- private information
- vertically partitioned data
- privacy requirements
- privacy concerns
- multi party
- sensitive information
- preserving privacy
- data privacy
- query processing
- privacy issues
- private data
- privacy guarantees
- privacy protection
- data anonymization
- privacy preserving classification
- personal data
- privacy sensitive
- data mining
- record linkage
- data transformation
- data publishing
- data sources
- sensitive data
- secure multiparty computation
- web search engines
- data perturbation
- data model
- database
- horizontally partitioned data
- privacy preserving association rule mining
- scalar product
- homomorphic encryption
- query logs
- data collection
- data warehouse
- data mining techniques
- databases