How do SGD hyperparameters in natural training affect adversarial robustness?

Understand

Learning rate, batch size and momentum are three important hyperparameters in the SGD algorithm.

• It is known from the work of Jastrzebski et al.
• arXiv:1711.04623 that large batch size training of neural networks yields models which do not generalize well.
• Yao et al.