conftrace_

certified defense

34 papers

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Co-occurring keywords

adversarial robustness (1341) randomized smoothing (87) adversarial example (564) neural network (6616) adversarial attack (1621) adversarial training (1262) certified robustness (116) robustness certification (47) backdoor attack (385) poisoning attack (98)

Papers

On Lp-norm Robustness of Ensemble Decision Stumps and Trees ICML 2020
Random Smoothing Might be Unable to Certify $\ell_\infty$ Robustness for High-Dimensional Images JMLR 2020
Adversarial Robustness Against the Union of Multiple Perturbation Models ICML 2020
Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers NIPS 2019
Certified Adversarial Robustness for Deep Reinforcement Learning CORL 2019
Scaling provable adversarial defenses NIPS 2018
Semidefinite relaxations for certifying robustness to adversarial examples NIPS 2018
Constructing Unrestricted Adversarial Examples with Generative Models NIPS 2018
Certified Defenses for Data Poisoning Attacks NIPS 2017