Secure binary embeddings for privacy preserving nearest neighbors.
Petros BoufounosShantanu RanePublished in: WIFS (2011)
Keyphrases
- privacy preserving
- vertically partitioned data
- nearest neighbor
- scalar product
- secure multiparty computation
- horizontally partitioned data
- sensitive data
- multi party
- homomorphic encryption
- high dimensional data
- user privacy
- privacy preserving data mining
- horizontally partitioned
- privacy preservation
- knn
- secure multi party computation
- private information
- privacy concerns
- data privacy
- privacy preserving association rule mining
- privacy sensitive
- preserving privacy
- data points
- privacy issues
- privacy guarantees
- sensitive information
- partitioned data
- low dimensional
- dimensionality reduction
- distance function
- high dimensional
- record linkage
- semi honest
- privacy protection
- cryptographic protocols
- data perturbation
- security analysis
- naive bayesian classification