certified defense

Deep Partition Aggregation: Provable Defenses against General Poisoning Attacks ICLR 2021 Fast Training of Provably Robust Neural Networks by SingleProp AAAI 2021 ScaleCert: Scalable Certified Defense against Adversarial Patches with Sparse Superficial Layers NeurIPS 2021 Adversarial Robustness Against the Union of Multiple Perturbation Models ICML 2020 BREAKING CERTIFIED DEFENSES: SEMANTIC ADVERSARIAL EXAMPLES WITH SPOOFED ROBUSTNESS CERTIFICATES ICLR 2020 Certified Defenses for Adversarial Patches ICLR 2020 On Lp-norm Robustness of Ensemble Decision Stumps and Trees ICML 2020 Random Smoothing Might be Unable to Certify ℓ_∞ Robustness for High-Dimensional Images JMLR 2020 Towards Stable and Efficient Training of Verifiably Robust Neural Networks ICLR 2020 Certified Adversarial Robustness for Deep Reinforcement Learning CoRL 2019 Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers NeurIPS 2019 Certified Defenses against Adversarial Examples ICLR 2018 Constructing Unrestricted Adversarial Examples with Generative Models NeurIPS 2018 Scaling provable adversarial defenses NeurIPS 2018 Semidefinite relaxations for certifying robustness to adversarial examples NeurIPS 2018 Certified Defenses for Data Poisoning Attacks NeurIPS 2017