Defending Regression Learners Against Poisoning Attacks

Sandamal Weerasinghe, Sarah M. Erfani, Tansu Alpcan +2

Regression models, which are widely used from engineering applications to financial forecasting, are vulnerable to targeted malicious attacks such as training data poisoning, throu…