Privacy-Preserving SVM Computing by Using Random Unitary Transformation.
Takahiro MaekawaTakayuki NakachiSayaka ShiotaHitoshi KiyaPublished in: CoRR (2018)
Keyphrases
- privacy preserving
- data transformation
- privacy preserving data mining
- support vector
- vertically partitioned data
- privacy preservation
- support vector machine
- private information
- multi party
- horizontally partitioned data
- privacy protection
- sensitive information
- privacy concerns
- data privacy
- privacy sensitive
- privacy issues
- preserving privacy
- record linkage
- partitioned data
- horizontally partitioned
- homomorphic encryption
- private data
- privacy preserving association rule mining
- differential privacy
- naive bayesian classification
- kernel function
- kernel methods
- privacy preserving classification
- feature selection
- machine learning
- data perturbation
- privacy requirements
- privacy guarantees
- personal data
- data access
- knn
- feature space
- feature extraction