Certified Robust Accuracy of Neural Networks Are Bounded due to Bayes Errors

19 May 2024

Papers citing "Certified Robust Accuracy of Neural Networks Are Bounded due to Bayes Errors"

5 / 5 papers shown

Title
How Does Bayes Error Limit Probabilistic Robust Accuracy Ruihan Zhang Jun Sun AAML 34 1 0 23 May 2024
Recent Advances in Adversarial Training for Adversarial Robustness Tao Bai Jinqi Luo Jun Zhao B. Wen Qian Wang AAML 73 473 0 02 Feb 2021
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 261 3,109 0 04 Nov 2016
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 284 5,835 0 08 Jul 2016
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 177 9,327 0 28 May 2015