papers
Publications (4)
stat.ML2018
Adversarially Robust Training through Structured Gradient Regularization
Kevin Roth, Aurelien Lucchi, Sebastian Nowozin +1
q-bio.NC2016
Emergence of Robustness in Network of Networks
Kevin Roth, Flaviano Morone, Byungjoon Min +1
cs.LG2017
Stabilizing Training of Generative Adversarial Networks through Regularization
Kevin Roth, Aurelien Lucchi, Sebastian Nowozin +1
cs.LG2019
The Odds are Odd: A Statistical Test for Detecting Adversarial Examples
Kevin Roth, Yannic Kilcher, Thomas Hofmann