Secure Dot Product of Outsourced Encrypted Vectors and its Application to SVM.
Jun ZhangXin WangSiu-Ming YiuZoe Lin JiangJin LiPublished in: SCC@AsiaCCS (2017)
Keyphrases
- dot product
- scalar product
- kernel function
- support vector
- feature space
- support vector machine
- support vector machine svm
- support vectors
- gaussian kernels
- similarity function
- kernel methods
- third party
- svm classifier
- input space
- feature selection
- knn
- hyperplane
- high dimensional
- high dimensional feature space
- encryption scheme
- distance function
- gaussian kernel
- kernel matrix
- support vector regression
- multi class
- binary classification
- feature vectors
- multi class classification
- learning algorithm
- reproducing kernel hilbert space
- learning problems
- kernel learning
- feature set
- training set
- encrypted data
- sensitive data
- classification method
- privacy preserving