Privacy preserving linear discriminant analysis from perturbed data.
Somnath ChakrabartiZhiyuan ChenAryya GangopadhyayShibnath MukherjeePublished in: SAC (2010)
Keyphrases
- privacy preserving
- linear discriminant analysis
- private data
- data sets
- original data
- high dimensional data
- horizontally partitioned data
- database
- data privacy
- sensitive information
- image data
- record linkage
- privacy concerns
- private information
- discriminant analysis
- data points
- data sources
- sensitive data
- face recognition
- raw data
- dimension reduction
- data quality
- data analysis
- privacy requirements
- knowledge discovery
- privacy preservation
- computer vision
- data mining algorithms
- privacy sensitive
- vertically partitioned data
- data publishing
- privacy issues
- training data
- input data
- distributed data
- feature space
- feature vectors