Breaching Euclidean distance-preserving data perturbation using few known inputs.
Chris GiannellaKun LiuHillol KarguptaPublished in: Data Knowl. Eng. (2013)
Keyphrases
- data perturbation
- distance preserving
- data privacy
- original data
- privacy preserving data mining
- random projections
- privacy preserving
- input data
- statistical databases
- sensitive information
- privacy concerns
- high dimensional data
- data sets
- low dimensional
- data sharing
- raw data
- cloud computing
- feature space
- data quality
- random sampling
- graph properties
- dimension reduction
- sensitive data
- distributed data
- image reconstruction
- data management
- support vector
- feature selection
- data mining