Towards Robust Neural Networks via Close-loop Control

Zhuotong Chen, Qianxiao Li, Zheng Zhang

Despite their success in massive engineering applications, deep neural networks are vulnerable to various perturbations due to their black-box nature. Recent study has shown that a…