Is Vertical Logistic Regression Privacy-Preserving? A Comprehensive Privacy Analysis and Beyond.
Yuzheng HuTianle CaiJinyong ShanShange TangChaochao CaiEthan SongBo LiDawn SongPublished in: CoRR (2022)
Keyphrases
- privacy preserving
- logistic regression
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- private information
- private data
- sensitive information
- differential privacy
- privacy concerns
- privacy issues
- privacy protection
- decision trees
- privacy sensitive
- data privacy
- preserving privacy
- privacy guarantees
- secure multiparty computation
- privacy requirements
- loss function
- data analysis
- multi party
- privacy preserving classification
- data publishing
- location privacy
- record linkage
- sensitive data
- privacy preserving association rule mining
- naive bayes
- support vector
- personal data
- scalar product
- horizontally partitioned data
- differentially private
- logistic regression models
- data sets
- personal information
- information retrieval