DP2-Pub: Differentially Private High-Dimensional Data Publication with Invariant Post Randomization.
Honglu JiangHaotian YuXiuzhen ChengJian PeiRobert PlessJiguo YuPublished in: CoRR (2022)
Keyphrases
- high dimensional data
- differentially private
- differential privacy
- privacy preserving
- nearest neighbor
- high dimensional
- dimensionality reduction
- high dimensionality
- low dimensional
- subspace clustering
- data sets
- data points
- data distribution
- similarity search
- dimension reduction
- data analysis
- high dimensional datasets
- digital libraries
- sparse representation
- clustering high dimensional data
- original data
- high dimensional spaces
- input data
- manifold learning
- linear discriminant analysis
- privacy preservation
- face recognition
- real world