Privacy-preserving cox regression for survival analysis.
Shipeng YuGlenn FungRómer RosalesSriram KrishnanR. Bharat RaoCary Dehing-OberijePhilippe LambinPublished in: KDD (2008)
Keyphrases
- survival analysis
- privacy preserving
- regression model
- breast cancer
- machine learning
- kaplan meier
- privacy preservation
- proportional hazards model
- privacy preserving data mining
- data mining methods
- data mining
- logistic regression
- vertically partitioned data
- predictive modeling
- evolutionary computing
- secure multiparty computation
- private information
- privacy protection
- data privacy
- sensitive information
- model selection
- data mining techniques
- privacy sensitive
- data sets
- risk assessment
- scalar product
- support vector
- decision making
- databases
- privacy concerns
- differential privacy