Privacy-Preserving Singular Value Decomposition.
Shuguo HanWee Keong NgPhilip S. YuPublished in: ICDE (2009)
Keyphrases
- singular value decomposition
- privacy preserving
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- sensitive information
- least squares
- dimension reduction
- multi party
- low rank
- private information
- latent semantic indexing
- privacy protection
- singular values
- dimensionality reduction
- principal component analysis
- private data
- preserving privacy
- data perturbation
- privacy concerns
- data privacy
- privacy sensitive
- data mining techniques
- privacy preserving association rule mining
- low rank approximation
- secure multiparty computation
- scalar product
- homomorphic encryption
- horizontally partitioned data
- machine learning
- singular vectors
- privacy issues
- distance measure
- sensitive data