CAAD 2018: Powerful None-Access Black-Box Attack Based on Adversarial Transformation Network

Xiaoyi Dong, Weiming Zhang, Nenghai Yu

In this paper, we propose an improvement of Adversarial Transformation Networks(ATN) to generate adversarial examples, which can fool white-box models and black-box models with a s…