On the Privacy of Euclidean Distance Preserving Data Perturbation
Chris GiannellaKun LiuHillol KarguptaPublished in: CoRR (2009)
Keyphrases
- data perturbation
- distance preserving
- privacy preserving data mining
- random projections
- data privacy
- privacy preserving
- original data
- statistical databases
- dimension reduction
- dimensionality reduction
- low dimensional
- high dimensional data
- sparse representation
- image reconstruction
- random sampling
- document clustering
- principal component analysis
- database
- sensitive information
- privacy concerns
- data mining
- databases
- data sharing
- third party
- active learning
- pattern recognition