tree: 4bd7954aea70ddf7251c5aa6cb89f2c8d0d3ab5b [path history] [tgz]
  2. adversary_generation.ipynb

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)