Robust Linear Regression Against Training Data Poisoning.
Chang LiuBo LiYevgeniy VorobeychikAlina OpreaPublished in: AISec@CCS (2017)
Keyphrases
- linear regression
- training data
- robust regression
- least squares
- regression methods
- regression problems
- data sets
- locally weighted
- linear regression model
- ridge regression
- training set
- learning algorithm
- linear models
- manually labeled training data
- decision trees
- nonlinear regression
- multivariate regression
- supervised learning
- classification accuracy
- training examples
- training samples
- labeled data
- model selection