cuFE: High Performance Privacy Preserving Support Vector Machine With Inner-Product Functional Encryption.
Kyung Hyun HanWai-Kong LeeAngshuman KarmakarJose Maria Bermudo MeraSeong Oun HwangPublished in: IEEE Trans. Emerg. Top. Comput. (2024)
Keyphrases
- privacy preserving
- support vector machine
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- multi party
- private information
- differential privacy
- privacy concerns
- support vector
- privacy sensitive
- data privacy
- private data
- privacy issues
- training data
- preserving privacy
- horizontally partitioned data
- record linkage
- privacy protection
- sensitive information
- privacy preserving association rule mining
- data publishing
- privacy requirements
- naive bayesian classification
- feature vectors
- horizontally partitioned
- machine learning
- encryption scheme
- feature space
- scalar product
- homomorphic encryption
- kernel function
- privacy guarantees
- data access
- sensitive data