Differential Privacy as a Mutual Information Constraint.
Paul CuffLanqing YuPublished in: CoRR (2016)
Keyphrases
- mutual information
- differential privacy
- differentially private
- image registration
- private data
- privacy preserving
- privacy guarantees
- tabular data
- similarity measure
- privacy preservation
- privacy preserving data mining algorithms
- personal information
- data sharing
- anonymized data
- feature selection
- data privacy
- search logs
- information loss
- data analysis
- information retrieval