Scalable and Secure Logistic Regression via Homomorphic Encryption.
Yoshinori AonoTakuya HayashiLe Trieu PhongLihua WangPublished in: IACR Cryptol. ePrint Arch. (2016)
Keyphrases
- logistic regression
- homomorphic encryption
- privacy preserving
- data sharing
- encryption scheme
- decision trees
- support vector
- credit scoring
- logistic regression models
- linear support vector machines
- public key
- naive bayes
- data privacy
- data access
- privacy preserving data mining
- standard model
- privacy protection
- odds ratio
- information sharing
- databases
- sensitive data
- distributed data
- database
- loss function
- feature extraction
- data integration
- lightweight
- data sets