Privacy-Preserving Support Vector Machine Computing Using Random Unitary Transformation.
Takahiro MaekawaAyana KawamuraTakayuki NakachiHitoshi KiyaPublished in: IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (2019)
Keyphrases
- privacy preserving
- support vector machine
- data transformation
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- data privacy
- sensitive information
- privacy protection
- machine learning
- private information
- data perturbation
- privacy sensitive
- secure multiparty computation
- support vector
- privacy concerns
- privacy guarantees
- multi party
- horizontally partitioned data
- differential privacy
- privacy preserving association rule mining
- privacy requirements
- record linkage
- personal data
- partitioned data
- sensitive data
- private data
- data publishing
- naive bayesian classification
- data sets
- horizontally partitioned
- scalar product
- privacy preserving classification
- preserving privacy
- kernel function
- feature selection
- feature space