@inproceedings{pixeldefendleveraginggenerativemodelsto, title = {PixelDefend: Leveraging Generative Models to Understand and Defend against Adversarial Examples}, author = {Yang Song and Taesup Kim and Sebastian Nowozin and Stefano Ermon and Nate Kushman}, year = {2017}, booktitle = {ICLR 2018 1}, eprint = {1710.10766}, archivePrefix = {arXiv}, url = {http://arxiv.org/abs/1710.10766v3}, }