Differentially Private Publishing of High-dimensional Data Using Sensitivity Control.
Wei-Yen DayNinghui LiPublished in: AsiaCCS (2015)
Keyphrases
- high dimensional data
- differentially private
- low dimensional
- high dimensional
- data sets
- dimensionality reduction
- high dimensionality
- nearest neighbor
- original data
- subspace clustering
- data points
- similarity search
- data analysis
- clustering high dimensional data
- data distribution
- dimension reduction
- manifold learning
- sparse representation
- linear discriminant analysis
- input data
- high dimensional datasets
- neural network
- web search
- feature space
- feature extraction