Rethinking Feature Uncertainty in Stochastic Neural Networks for Adversarial Robustness

Hao Yang, Min Wang, Zhengfei Yu +1

It is well-known that deep neural networks (DNNs) have shown remarkable success in many fields. However, when adding an imperceptible magnitude perturbation on the model input, the…