cuFE: High Performance Privacy Preserving Support Vector Machine with Inner-Product Functional Encryption.
Kyunghyun HanWai-Kong LeeAngshuman KarmakarJose Maria Bermudo MeraSeong Oun HwangPublished in: IACR Cryptol. ePrint Arch. (2022)
Keyphrases
- privacy preserving
- support vector machine
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- sensitive information
- multi party
- data privacy
- private information
- privacy protection
- preserving privacy
- private data
- privacy issues
- feature vectors
- privacy concerns
- privacy requirements
- kernel methods
- privacy preserving association rule mining
- privacy preserving classification
- scalar product
- data perturbation
- privacy sensitive
- partitioned data
- support vector
- secure multiparty computation
- naive bayesian classification
- horizontally partitioned data
- feature selection
- privacy guarantees
- data publishing
- personal data
- encryption scheme
- feature space
- training data