Privacy-Preserving Statistical Analysis by Exact Logistic Regression.
David A. duVerleShohei KawasakiYoshiji YamadaJun SakumaKoji TsudaPublished in: IEEE Symposium on Security and Privacy Workshops (2015)
Keyphrases
- logistic regression
- privacy preserving
- statistical analysis
- decision trees
- privacy preservation
- privacy preserving data mining
- vertically partitioned data
- private information
- logistic regression models
- linear support vector machines
- naive bayes
- multi party
- sensitive information
- data privacy
- support vector
- private data
- privacy protection
- loss function
- statistical analyses
- privacy preserving association rule mining
- privacy concerns
- differential privacy
- scalar product
- privacy sensitive
- sensitive data
- active learning
- pairwise
- secure multiparty computation
- partitioned data
- feature extraction
- machine learning
- data sets
- statistical methods
- query expansion
- semi supervised
- preserving privacy
- data perturbation
- training data