IAM

Check out our latest research on adversarial robustness and generalization of deep networks.

ARCHIVEMONTHLY»JANUARY2019«

ARTICLE

Towards a Definition for Adversarial Examples

Obtaining deep networks robust against adversarial examples is a widely open problem. While many papers are devoted to training more robust deep networks, a clear definition of adversarial examples has not been agreed upon. In this article, I want to discuss two very simple toy examples illustrating the necessity of a proper definition of adversarial examples.

More ...