A Fuzzy Based Privacy Preserving k-NN Classification.
Pradeep KumarPisipati Radha KrishnaPublished in: DMIN (2008)
Keyphrases
- privacy preserving
- knn
- horizontally partitioned data
- k nearest neighbour
- k nearest neighbor
- classification algorithm
- horizontally partitioned
- privacy preserving classification
- web document classification
- support vector machine classification
- nearest neighbor
- privacy preserving data mining
- vertically partitioned data
- text classification
- support vector machine
- privacy preservation
- private information
- feature selection
- text categorization
- naive bayesian classification
- sensitive information
- multi party
- similarity search
- data privacy
- classification accuracy
- preserving privacy
- nearest neighbour
- privacy concerns
- privacy protection
- distance function
- privacy sensitive
- nearest neighbor algorithm
- k nearest
- document classification
- support vector
- feature vectors
- feature space
- sensitive data
- decision trees
- voting methods
- machine learning
- secure multiparty computation
- data management
- privacy issues
- differential privacy
- neural network