Conciliating Privacy and Utility in Data Releases via Individual Differential Privacy and Microaggregation.
Jordi Soria-ComasDavid SánchezJosep Domingo-FerrerSergio MartínezLuis Del Vasto TerrientesPublished in: CoRR (2023)
Keyphrases
- differential privacy
- differentially private
- private data
- anonymized data
- data privacy
- original data
- information loss
- privacy preserving
- data sets
- privacy guarantees
- tabular data
- data sources
- preserving privacy
- data collection
- data distribution
- data mining techniques
- sensitive information
- sensitive data
- data points
- database
- data sharing
- statistical databases
- personal information
- privacy preservation
- data mining applications
- data analysis
- databases
- data quality
- individual privacy
- raw data