Releasing the SVM Classifier with Privacy-Preservation.
Keng-Pei LinMing-Syan ChenPublished in: ICDM (2008)
Keyphrases
- privacy preservation
- svm classifier
- sensitive information
- privacy protection
- support vector machine
- privacy preserving
- support vector machine svm
- data privacy
- support vector
- image classification
- third party
- private information
- kernel function
- feature vectors
- sensitive data
- privacy preserving data mining
- training set
- data mining
- data quality
- semi supervised
- information loss
- training data
- differential privacy
- nearest neighbor
- data sharing
- statistical databases
- pattern recognition
- feature extraction
- machine learning
- k nearest neighbor
- original data
- knn
- neural network