Analyzing the Noise Robustness of Deep Neural Networks

Kelei Cao, Mengchen Liu, Hang Su +3

Adversarial examples, generated by adding small but intentionally imperceptible perturbations to normal examples, can mislead deep neural networks (DNNs) to make incorrect predicti…