Robustness

BREAKING CERTIFIED DEFENSES: SEMANTIC ADVERSARIAL EXAMPLES WITH SPOOFED ROBUSTNESS CERTIFICATES ICLR 2020 How Does Context Matter? On the Robustness of Event Detection with Context-Selective Mask Generalization EMNLP 2020 Precise Tradeoffs in Adversarial Training for Linear Regression COLT 2020 Robust Learning Through Cross-Task Consistency CVPR 2020 A Direct Approach to Robust Deep Learning Using Adversarial Networks ICLR 2019 Improving the Generalization of Adversarial Training with Domain Adaptation ICLR 2019 Certified Defenses against Adversarial Examples ICLR 2018 Decision-Based Adversarial Attacks: Reliable Attacks Against Black-Box Machine Learning Models ICLR 2018 Generating Natural Adversarial Examples ICLR 2018 Robust Adversarial Reinforcement Learning ICML 2017 Reinforcement Learning in Robust Markov Decision Processes NeurIPS 2013