Laplace Input and Output Perturbation for Differentially Private Principal Components Analysis.
Yahong XuGeng YangShuangjie BaiPublished in: Secur. Commun. Networks (2019)
Keyphrases
- principal components analysis
- differentially private
- differential privacy
- input data
- covariance matrix
- dimensionality reduction
- principal components
- linear discriminant analysis
- support vector machine
- multivariate statistical analysis
- feature extraction
- privacy preserving
- computer vision
- contingency tables
- privacy guarantees
- neural network
- databases