Coupling Dimensionality Reduction with Generative Model for Non-Interactive Private Data Release.
Thee ChanyaswadChangchang LiuPrateek MittalPublished in: CoRR (2017)
Keyphrases
- generative model
- private data
- dimensionality reduction
- probabilistic model
- privacy preserving
- private information
- personal information
- data sharing
- high dimensional data
- feature extraction
- pattern recognition
- principal component analysis
- em algorithm
- differential privacy
- privacy protection
- semi supervised
- high dimensional
- low dimensional
- co occurrence
- third party
- data mining
- personal data
- data privacy
- sensitive information
- prior knowledge
- high dimensionality
- sparse representation
- data model
- feature space
- random projections
- data analysis
- privacy preserving data mining
- nearest neighbor
- databases
- image segmentation
- expectation maximization