Efficient Privacy Preserving Logistic Regression Inference and Training.
Kyoohyung HanJinhyuck JeongJung Hoon SohnYongha SonPublished in: IACR Cryptol. ePrint Arch. (2020)
Keyphrases
- logistic regression
- privacy preserving
- privacy preserving data mining
- linear svm
- support vector
- decision trees
- vertically partitioned data
- privacy preservation
- loss function
- multi party
- logistic regression models
- private information
- privacy protection
- data privacy
- scalar product
- private data
- naive bayes
- sensitive data
- training set
- linear support vector machines
- privacy concerns
- sensitive information
- differential privacy
- partitioned data
- privacy issues
- preserving privacy
- data perturbation
- privacy sensitive
- horizontally partitioned data
- privacy preserving association rule mining
- secure multiparty computation
- classification accuracy
- belief nets
- databases
- data analysis
- pairwise
- supervised learning