Limitations of the Lipschitz constant as a defense against adversarial examples
Authors: Todd Huster, Cho-Yu Jason Chiang, Ritu Chadha | Published: 2018-07-25
Robustness Evaluation
Simultaneous Adversarial Training – Learn from Others Mistakes
Authors: Zukang Liao | Published: 2018-07-21 | Updated: 2018-09-10
Sequence to Logic with Copy and Cache
Authors: Javid Dadashkarimi, Sekhar Tatikonda | Published: 2018-07-19
Online Robust Policy Learning in the Presence of Unknown Adversaries
Authors: Aaron J. Havens, Zhanhong Jiang, Soumik Sarkar | Published: 2018-07-16
Towards Deep Learning Models Resistant to Adversarial Attacks
Authors: Aleksander Madry, Aleksandar Makelov, Ludwig Schmidt, Dimitris Tsipras, Adrian Vladu | Published: 2017-06-19 | Updated: 2019-09-04