# Adversarial examples

This demonstrates the concept of "adversarial examples" from [1] showing how to fool a well-trained CNN.
The surprising idea is that one can easily generate examples which the CNN will consistently 
make the wrong prediction for that a human can easily tell are correct.

[1] Goodfellow, Ian J., Jonathon Shlens, and Christian Szegedy. "Explaining and harnessing adversarial examples." [arXiv preprint arXiv:1412.6572 (2014)](https://arxiv.org/abs/1412.6572)