On the Relation Between Identifiability, Differential Privacy, and Mutual-Information Privacy.
Weina WangLei YingJunshan ZhangPublished in: IEEE Trans. Inf. Theory (2016)
Keyphrases
- differential privacy
- mutual information
- differentially private
- privacy preserving
- private data
- privacy guarantees
- privacy preservation
- similarity measure
- tabular data
- image registration
- data sharing
- privacy preserving data mining algorithms
- personal information
- feature selection
- individual privacy
- preserving privacy
- anonymized data
- data privacy
- privacy preserving data mining
- cloud computing
- data collection
- peer to peer
- data model
- social network data
- query processing
- search engine
- information retrieval