Privacy-Preserving Multivariate Statistical Analysis: Linear Regression and Classification.
Wenliang DuYunghsiang S. HanShigang ChenPublished in: SDM (2004)
Keyphrases
- privacy preserving
- linear regression
- privacy preserving classification
- multivariate statistical analysis
- privacy preserving data mining
- least squares
- support vector machine classification
- privacy preservation
- kernel density estimators
- correspondence analysis
- private information
- machine learning
- classification accuracy
- data privacy
- vertically partitioned data
- scalar product
- support vector machine
- feature vectors
- secure multiparty computation
- pattern recognition
- feature extraction
- decision trees
- emerging patterns
- neural network
- horizontally partitioned data
- privacy concerns
- feature selection
- sensitive data
- sensitive information
- support vector machine svm
- unsupervised learning
- text classification
- feature space
- signal processing
- feature set
- naive bayesian classification
- privacy sensitive
- computer vision