Institutional Privacy-preserving Distributed binary Logistic Regression (IPDLR).
Yuan WuXiaoqian JiangLucila Ohno-MachadoPublished in: AMIA (2012)
Keyphrases
- logistic regression
- privacy preserving
- horizontally partitioned data
- horizontally partitioned
- partitioned data
- multi party
- privacy sensitive
- privacy preserving data mining
- secure multiparty computation
- privacy preservation
- logistic regression models
- support vector
- vertically partitioned data
- loss function
- decision trees
- privacy preserving classification
- naive bayes
- preserving privacy
- private data
- privacy concerns
- private information
- data perturbation
- privacy issues
- linear support vector machines
- scalar product
- privacy requirements
- differential privacy
- data privacy
- privacy preserving association rule mining
- machine learning
- databases
- sensitive information