31 citations · 54 across the 3 of their papers we have counts for
3 papers
cs.LG2020★ 31 cited
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 regularized linear regression model, namely LASSO. In the considered model, ther…
eess.SP2020★ 5 cited
Optimal Feature Manipulation Attacks Against Linear Regression
Fuwei Li, Lifeng Lai, Shuguang Cui
In this paper, we investigate how to manipulate the coefficients obtained via linear regression by adding carefully designed poisoning data points to the dataset or modify the orig…
eess.SP2019★ 18 cited
On the Adversarial Robustness of Subspace Learning
Fuwei Li, Lifeng Lai, Shuguang Cui
In this paper, we study the adversarial robustness of subspace learning problems. Different from the assumptions made in existing work on robust subspace learning where data sample…