Privacy-Preserving SVM Computing in the Encrypted Domain.
Takahiro MaekawaAyana KawamuraYuma KinoshitaHitoshi KiyaPublished in: APSIPA (2018)
Keyphrases
- privacy preserving
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- multi party
- support vector
- privacy concerns
- sensitive information
- privacy protection
- privacy requirements
- partitioned data
- privacy preserving association rule mining
- differential privacy
- personal data
- preserving privacy
- support vector machine
- horizontally partitioned
- private information
- data privacy
- feature space
- scalar product
- secure multiparty computation
- data mining
- sensitive data
- kernel methods
- kernel function
- knn
- association rules
- private data
- privacy issues
- record linkage
- homomorphic encryption
- data sets
- horizontally partitioned data