On the Limitations of Denoising Strategies as Adversarial Defenses

Zhonghan Niu, Zhaoxi Chen, Linyi Li +3

As adversarial attacks against machine learning models have raised increasing concerns, many denoising-based defense approaches have been proposed. In this paper, we summarize and…