Zhuotong Chen

Towards Robust Neural Networks via Close-loop Control

2021 · International Conference on Learning Representations

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 deep neural network can misclassify the data even if …