DPPro: Differentially Private High-Dimensional Data Release via Random Projection.
Chugui XuJu RenYaoxue ZhangZhan QinKui RenPublished in: IEEE Trans. Inf. Forensics Secur. (2017)
Keyphrases
- differentially private
- high dimensional data
- random projections
- dimensionality reduction
- dimension reduction
- original data
- low dimensional
- high dimensionality
- sparse representation
- high dimensional
- differential privacy
- lower dimensional
- nearest neighbor
- linear discriminant analysis
- data analysis
- similarity search
- feature selection
- principal component analysis
- data distribution
- data sets
- pattern recognition
- data points
- feature space
- singular value decomposition
- hash functions
- active learning
- similarity measure