Privacy-Preserving k-NN for Small and Large Data Sets.
Artak AmirbekyanVladimir Estivill-CastroPublished in: ICDM Workshops (2007)
Keyphrases
- privacy preserving
- knn
- horizontally partitioned data
- k nearest neighbor
- horizontally partitioned
- nearest neighbor
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- private information
- k nearest neighbour
- data privacy
- text categorization
- distance function
- multi party
- data sets
- privacy issues
- sensitive data
- privacy protection
- similarity search
- text classification
- preserving privacy
- data perturbation
- neural network
- private data
- privacy concerns
- privacy requirements
- scalar product
- secure multiparty computation
- nearest neighbour
- differential privacy
- similarity measure
- privacy preserving association rule mining