Improved privacy-preserving training using fixed-Hessian minimisation.
Tabitha OgilvieRachel PlayerJoe RowellPublished in: IACR Cryptol. ePrint Arch. (2020)
Keyphrases
- privacy preserving
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- multi party
- data privacy
- private information
- horizontally partitioned data
- privacy concerns
- privacy protection
- privacy issues
- private data
- preserving privacy
- sensitive data
- sensitive information
- horizontally partitioned
- personal data
- partitioned data
- data transformation
- scalar product
- data perturbation
- privacy preserving association rule mining
- differential privacy
- privacy requirements
- privacy guarantees
- data publishing
- data sets
- data collection
- naive bayesian classification
- decision trees
- databases