PrivLogit: Efficient Privacy-preserving Logistic Regression by Tailoring Numerical Optimizers.
Wei XieYang WangSteven M. BokerDonald E. BrownPublished in: CoRR (2016)
Keyphrases
- logistic regression
- privacy preserving
- privacy preserving data mining
- privacy preservation
- decision trees
- logistic regression models
- support vector
- loss function
- linear support vector machines
- privacy protection
- multi party
- vertically partitioned data
- data privacy
- private information
- naive bayes
- differential privacy
- sensitive information
- privacy preserving association rule mining
- privacy sensitive
- data perturbation
- privacy issues
- private data
- preserving privacy
- scalar product
- partitioned data
- feature space
- training data
- kernel function
- face recognition
- third party
- data mining