Enhancing Robustness of Machine Learning Systems via Data Transformations
Authors: Arjun Nitin Bhagoji, Daniel Cullina, Chawin Sitawarin, Prateek Mittal | Published: 2017-04-09 | Updated: 2017-11-29
Certified Robustness
Adequacy of the Gradient-Descent Method for Classifier Evasion Attacks
Authors: Yi Han, Benjamin I. P. Rubinstein | Published: 2017-04-06 | Updated: 2017-05-25
Comment on “Biologically inspired protection of deep networks from adversarial attacks”
Authors: Wieland Brendel, Matthias Bethge | Published: 2017-04-05
Biologically inspired protection of deep networks from adversarial attacks
Authors: Aran Nayebi, Surya Ganguli | Published: 2017-03-27