Towards Interpretable Deep Neural Networks by Leveraging Adversarial Examples

Yinpeng Dong, Hang Su, Jun Zhu +1

Deep neural networks (DNNs) have demonstrated impressive performance on a wide array of tasks, but they are usually considered opaque since internal structure and learned parameter…