ZeroGrad : Mitigating and Explaining Catastrophic Overfitting in FGSM Adversarial Training

Zeinab Golgooni, Mehrdad Saberi, Masih Eskandar +1

Making deep neural networks robust to small adversarial noises has recently been sought in many applications. Adversarial training through iterative projected gradient descent (PGD…