Privacy-Preserving Ridge Regression with only Linearly-Homomorphic Encryption.
Irene GiacomelliSomesh JhaMarc JoyeC. David PageKyonghwan YoonPublished in: IACR Cryptol. ePrint Arch. (2017)
Keyphrases
- ridge regression
- homomorphic encryption
- privacy preserving
- linear regression
- privacy preserving data mining
- vertically partitioned data
- multi party
- private information
- data sharing
- privacy preservation
- privacy protection
- support vector machine
- data privacy
- database
- sensitive data
- secure multi party computation
- privacy concerns
- scalar product
- least squares
- nearest neighbor
- feature extraction
- decision trees