GSmooth: Certified Robustness against Semantic Transformations via
Generalized Randomized Smoothing

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GSmooth: Certified Robustness against Semantic Transformations via Generalized Randomized Smoothing

9 June 2022

Yinpeng Dong

Hang Su

Jun Zhu

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Papers citing "GSmooth: Certified Robustness against Semantic Transformations via Generalized Randomized Smoothing"

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Title
$Is Certifying $\ell_p$ Robustness Still Worthwhile?$ Is Certifying $\ell_p$ Robustness Still Worthwhile? Ravi Mangal Klas Leino Zifan Wang Kai Hu Weicheng Yu Corina S. Pasareanu Anupam Datta Matt Fredrikson AAML OOD 84 1 0 13 Oct 2023
Text-CRS: A Generalized Certified Robustness Framework against Textual Adversarial Attacks Xinyu Zhang Hanbin Hong Yuan Hong Peng Huang Binghui Wang Zhongjie Ba Kui Ren SILM 129 25 0 31 Jul 2023
RS-Del: Edit Distance Robustness Certificates for Sequence Classifiers via Randomized Deletion Zhuoqun Huang Neil G. Marchant Keane Lucas Lujo Bauer O. Ohrimenko Benjamin I. P. Rubinstein AAML 94 17 0 31 Jan 2023
Towards Verifying the Geometric Robustness of Large-scale Neural Networks Fu Lee Wang Peipei Xu Wenjie Ruan Xiaowei Huang AAML 144 10 0 29 Jan 2023
SoK: Certified Robustness for Deep Neural Networks Linyi Li Tao Xie Yue Liu AAML 123 131 0 09 Sep 2020