Privacy-preserving Federated Singular Value Decomposition.
Bowen LiuQiang TangPublished in: IACR Cryptol. ePrint Arch. (2022)
Keyphrases
- singular value decomposition
- pattern recognition
- privacy preserving
- dimensionality reduction
- privacy preserving data mining
- dimension reduction
- vertically partitioned data
- least squares
- singular values
- privacy preservation
- principal component analysis
- digital libraries
- low rank
- data privacy
- preserving privacy
- latent semantic indexing
- horizontally partitioned data
- privacy issues
- privacy protection
- multi party
- sensitive information
- privacy concerns
- machine learning
- private information
- data sources
- image processing
- secure multiparty computation
- privacy sensitive
- sensitive data
- high dimensionality
- privacy requirements
- input data
- singular vectors
- partitioned data
- privacy preserving association rule mining