Amplification trojan network: Attack deep neural networks by amplifying their inherent weakness

Zhanhao Hu, Jun Zhu, Bo Zhang +1

Recent works found that deep neural networks (DNNs) can be fooled by adversarial examples, which are crafted by adding adversarial noise on clean inputs. The accuracy of DNNs on ad…