Privacy-preserving data analytics as an outsourced service.
Florian KerschbaumJulien VayssièrePublished in: SWS (2008)
Keyphrases
- privacy preserving
- data analytics
- service providers
- privacy preserving data mining
- cloud computing
- privacy preservation
- vertically partitioned data
- private information
- big data
- sensitive information
- internet search
- data privacy
- privacy concerns
- privacy protection
- data analysis
- web services
- privacy sensitive
- horizontally partitioned data
- third party
- open source
- scalar product
- sensitive data
- differential privacy
- machine learning
- secure multiparty computation
- real world
- data sets