Differentially Private Principal Component Analysis Over Horizontally Partitioned Data.
Sen WangJ. Morris ChangPublished in: DSC (2018)
Keyphrases
- differentially private
- privacy preserving
- horizontally partitioned data
- principal component analysis
- differential privacy
- privacy preservation
- dimensionality reduction
- privacy guarantees
- privacy preserving data mining
- private data
- feature extraction
- face recognition
- dimension reduction
- low dimensional
- feature space
- data privacy
- private information
- privacy protection
- data sets
- sensitive information
- sensitive data
- random projections
- database systems
- data mining