Non-interactive Privacy-preserving k-NN Classifier.
Hilder V. L. PereiraDiego F. AranhaPublished in: ICISSP (2017)
Keyphrases
- privacy preserving
- knn
- k nearest neighbour
- horizontally partitioned data
- k nearest neighbor
- classification algorithm
- mixed data
- horizontally partitioned
- k nearest
- nearest neighbor
- support vector machine
- privacy preserving data mining
- feature selection
- nearest neighbour
- private information
- privacy preservation
- vertically partitioned data
- text categorization
- multi party
- privacy concerns
- privacy protection
- distance function
- preserving privacy
- sensitive information
- similarity search
- text classification
- data privacy
- neural network
- sensitive data
- training data
- nearest neighbor algorithm
- machine learning
- training set
- voting methods
- secure multiparty computation
- class labels
- feature space
- information gain
- support vector
- scalar product
- privacy issues
- classification accuracy