DP2-Pub: Differentially Private High-Dimensional Data Publication With Invariant Post Randomization.
Honglu JiangHaotian YuXiuzhen ChengJian PeiRobert PlessJiguo YuPublished in: IEEE Trans. Knowl. Data Eng. (2023)
Keyphrases
- high dimensional data
- differentially private
- differential privacy
- privacy preserving
- dimensionality reduction
- nearest neighbor
- low dimensional
- high dimensionality
- high dimensional
- data sets
- subspace clustering
- data analysis
- data points
- similarity search
- dimension reduction
- data distribution
- linear discriminant analysis
- digital libraries
- high dimensional spaces
- manifold learning
- knn
- original data
- training set
- data access
- pattern recognition
- sensitive information
- privacy preserving data mining
- image processing
- information retrieval