Adversarial Learning

Adversarial-Playground: A Visualization Suite for Adversarial Sample Generation

Authors: Andrew Norton, Yanjun Qi | Published: 2017-06-06 | Updated: 2017-06-16
Certified Robustness
Attack Type
Adversarial Learning

Formal Guarantees on the Robustness of a Classifier against Adversarial Manipulation

Authors: Matthias Hein, Maksym Andriushchenko | Published: 2017-05-23 | Updated: 2017-11-05
Certified Robustness
Relationship between Robustness and Privacy
Adversarial Learning

Black-Box Attacks against RNN based Malware Detection Algorithms

Authors: Weiwei Hu, Ying Tan | Published: 2017-05-23
Certified Robustness
Attack Type
Adversarial Learning