2 papers
cs.CL2024
Fast Adversarial Training against Textual Adversarial Attacks
Yichen Yang, Xin Liu, Kun He
Many adversarial defense methods have been proposed to enhance the adversarial robustness of natural language processing models. However, most of them introduce additional pre-set…
cs.CV2023
AutoAugment Input Transformation for Highly Transferable Targeted Attacks
Haobo Lu, Xin Liu, Kun He
Deep Neural Networks (DNNs) are widely acknowledged to be susceptible to adversarial examples, wherein imperceptible perturbations are added to clean examples through diverse input…