2 papers
cs.CR2018
A Training-based Identification Approach to VIN Adversarial Examples
Yingdi Wang, Wenjia Niu, Tong Chen +4
With the rapid development of Artificial Intelligence (AI), the problem of AI security has gradually emerged. Most existing machine learning algorithms may be attacked by adversari…
cs.LG2018
Gradient Band-based Adversarial Training for Generalized Attack Immunity of A3C Path Finding
Tong Chen, Wenjia Niu, Yingxiao Xiang +4
As adversarial attacks pose a serious threat to the security of AI system in practice, such attacks have been extensively studied in the context of computer vision applications. Ho…