Evaluating data utility of privacy-preserving pseudonymized location datasets.
Tomoya TanjoKazuhiro MinamiKen ManoHiroshi MaruyamaPublished in: J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. (2014)
Keyphrases
- privacy preserving
- data sets
- data analysis
- privacy requirements
- data transformation
- data privacy
- sensitive information
- private data
- database
- privacy sensitive
- sensitive data
- raw data
- privacy concerns
- data collection
- horizontally partitioned
- vertically partitioned data
- privacy guarantees
- multi party
- differential privacy
- privacy preservation
- horizontally partitioned data
- personal data
- sparse data
- data distribution
- original data
- data quality
- record linkage
- data mining methods
- input data
- knowledge discovery
- data sources
- preserving privacy
- privacy protection
- distributed data
- data mining