On the Adversarial Robustness of LASSO Based Feature Selection

Fuwei Li, Lifeng Lai, Shuguang Cui

In this paper, we investigate the adversarial robustness of feature selection based on the ${\ell }_1$ regularized linear regression model, namely LASSO. In the considered model, ther…