On the relation between identifiability, differential privacy, and mutual-information privacy.
Weina WangLei YingJunshan ZhangPublished in: Allerton (2014)
Keyphrases
- differential privacy
- mutual information
- differentially private
- privacy preserving
- private data
- privacy guarantees
- image registration
- privacy preservation
- privacy preserving data mining algorithms
- tabular data
- individual privacy
- anonymized data
- data sharing
- feature selection
- preserving privacy
- data privacy
- similarity measure
- data mining
- social network data
- personal information
- search logs
- cloud computing
- sensitive attributes