Synthetic Dataset Generation for Adversarial Machine Learning Research

Xiruo Liu, Shibani Singh, Cory Cornelius +4

Existing adversarial example research focuses on digitally inserted perturbations on top of existing natural image datasets. This construction of adversarial examples is not realis…