Maximizing Privacy under Data Distortion Constraints in Noise Perturbation Methods.
Yaron RachlinKatharina ProbstRayid GhaniPublished in: PinKDD (2008)
Keyphrases
- noisy data
- data mining methods
- missing data
- data sets
- raw data
- data mining techniques
- data sources
- database
- data collection
- data processing
- statistical analysis
- statistical methods
- high dimensional data
- input data
- image data
- data structure
- training data
- image quality
- data analysis
- missing values
- human experts
- high quality
- sampled data
- spectral clustering
- data quality
- data mining
- information loss
- privacy requirements
- disclosure risk
- sensitive information
- original data
- probability distribution
- data points