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