On Intrinsic Dataset Properties for Adversarial Machine Learning

1 code implementation • 19 May 2020 • Jeffrey Z. Pan, Nicholas Zufelt

In this paper, we study the effect of intrinsic dataset properties on the performance of adversarial attack and defense methods, testing on five popular image classification datasets - MNIST, Fashion-MNIST, CIFAR10/CIFAR100, and ImageNet.

Adversarial Attack Adversarial Robustness +2