Differentially Private High-Dimensional Data Publication via Sampling-Based Inference.
Rui ChenQian XiaoYu ZhangJianliang XuPublished in: KDD (2015)
Keyphrases
- high dimensional data
- differentially private
- low dimensional
- differential privacy
- dimensionality reduction
- high dimensional
- nearest neighbor
- high dimensionality
- data sets
- dimension reduction
- subspace clustering
- original data
- data points
- data analysis
- similarity search
- sparse representation
- manifold learning
- data distribution
- digital libraries
- input data
- high dimensional spaces
- clustering high dimensional data
- high dimensional datasets
- privacy preserving
- statistical inference
- information retrieval
- databases