Practical privacy-preserving location-sharing based services with aggregate statistics.
Michael HerrmannAlfredo RialClaudia DíazBart PreneelPublished in: WISEC (2014)
Keyphrases
- privacy preserving
- privacy preserving data mining
- user privacy
- location information
- personal data
- privacy preservation
- vertically partitioned data
- data privacy
- location privacy
- multi party
- privacy preserving data mining algorithms
- privacy protection
- sensitive information
- preserving privacy
- privacy sensitive
- location aware
- data sharing
- private data
- privacy concerns
- record linkage
- real world
- context aware
- service providers
- partitioned data
- private information
- privacy requirements
- scalar product
- horizontally partitioned data
- data centric
- privacy issues
- sensitive data
- location based services
- information sharing
- end users
- web services
- mobile environments
- data perturbation
- homomorphic encryption
- naive bayesian classification
- mobile devices
- privacy preserving association rule mining
- data mining