Exploiting the Potential of Datasets: A Data-Centric Approach for Model Robustness

Yiqi Zhong, Lei Wu, Xianming Liu +1

Robustness of deep neural networks (DNNs) to malicious perturbations is a hot topic in trustworthy AI. Existing techniques obtain robust models given fixed datasets, either by modi…