OPAL: High performance platform for large-scale privacy-preserving location data analytics.
Axel OehmichenShubham JainAndrea GadottiYves-Alexandre de MontjoyePublished in: IEEE BigData (2019)
Keyphrases
- privacy preserving
- data analytics
- big data
- privacy preservation
- privacy preserving data mining
- open source
- vertically partitioned data
- location privacy
- data analysis
- private information
- cloud computing
- horizontally partitioned data
- data mining techniques
- real world
- sensitive information
- privacy protection
- privacy concerns
- business intelligence
- unstructured data
- privacy sensitive
- data mining
- internet search
- data privacy
- scalar product
- keyword search
- differential privacy
- traditional chinese medicine
- secure multiparty computation
- case study
- end users
- social networks
- web search
- location based services
- databases