Privacy-preserving PCA on horizontally-partitioned data.
Mohammad Al-RubaiePei Yuan WuJ. Morris ChangSun-Yuan KungPublished in: DSC (2017)
Keyphrases
- privacy preserving
- horizontally partitioned data
- principal component analysis
- dimensionality reduction
- privacy preservation
- privacy preserving data mining
- vertically partitioned data
- multi party
- feature extraction
- sensitive information
- privacy protection
- record linkage
- preserving privacy
- private data
- privacy concerns
- dimension reduction
- private information
- sensitive data
- naive bayesian classification
- face recognition
- feature space
- privacy guarantees
- privacy sensitive
- data perturbation
- low dimensional
- high dimensional
- homomorphic encryption
- linear discriminant analysis
- differential privacy
- personal data
- data privacy
- data collection
- privacy preserving classification
- scalar product
- secure multiparty computation
- partitioned data
- data sets
- search engine