Measuring risk and utility of anonymized data using information theory.
Josep Domingo-FerrerDavid Rebollo-MonederoPublished in: EDBT/ICDT Workshops (2009)
Keyphrases
- information theory
- anonymized data
- data anonymization
- information theoretic
- differential privacy
- information loss
- data publishing
- statistical learning
- jensen shannon divergence
- statistical mechanics
- privacy preserving data mining
- privacy protection
- privacy preserving
- privacy guarantees
- mutual information
- conditional entropy
- data privacy
- pattern recognition
- personal information
- web search