1 citations · 1 across the 1 of their papers we have counts for
2 papers
cs.CL2021★ 1 cited
Double Perturbation: On the Robustness of Robustness and Counterfactual Bias Evaluation
Chong Zhang, Jieyu Zhao, Huan Zhang +2
Robustness and counterfactual bias are usually evaluated on a test dataset. However, are these evaluations robust? If the test dataset is perturbed slightly, will the evaluation re…
cs.LG2020
An Efficient Adversarial Attack for Tree Ensembles
Chong Zhang, Huan Zhang, Cho-Jui Hsieh
We study the problem of efficient adversarial attacks on tree based ensembles such as gradient boosting decision trees (GBDTs) and random forests (RFs). Since these models are non-…