Privacy-Preserving Decentralised Singular Value Decomposition.
Bowen LiuQiang TangPublished in: IACR Cryptol. ePrint Arch. (2019)
Keyphrases
- singular value decomposition
- privacy preserving
- privacy preserving data mining
- privacy preservation
- least squares
- vertically partitioned data
- multi party
- singular values
- dimension reduction
- low rank
- dimensionality reduction
- private information
- principal component analysis
- latent semantic indexing
- sensitive information
- data privacy
- sensitive data
- preserving privacy
- low rank approximation
- horizontally partitioned data
- privacy concerns
- scalar product
- privacy sensitive
- differential privacy
- privacy requirements
- pattern recognition
- singular vectors
- privacy preserving association rule mining
- data points