$LOT: Layer-wise Orthogonal Training on Improving $\ell_2$ Certified Robustness$

LOT: Layer-wise Orthogonal Training on Improving $\ell_2$ Certified Robustness

20 October 2022

Papers citing "LOT: Layer-wise Orthogonal Training on Improving $\ell_2$ Certified Robustness"

6 / 6 papers shown

Title
Towards Universal Certified Robustness with Multi-Norm Training Enyi Jiang Gagandeep Singh Gagandeep Singh AAML 60 1 0 03 Oct 2024
On Using Certified Training towards Empirical Robustness Alessandro De Palma Serge Durand Zakaria Chihani François Terrier Caterina Urban OOD AAML 33 1 0 02 Oct 2024
SPLITZ: Certifiable Robustness via Split Lipschitz Randomized Smoothing Meiyu Zhong Ravi Tandon 36 3 0 03 Jul 2024
Certified Robust Models with Slack Control and Large Lipschitz Constants M. Losch David Stutz Bernt Schiele Mario Fritz 9 4 0 12 Sep 2023
Raising the Bar for Certified Adversarial Robustness with Diffusion Models Thomas Altstidl David Dobre Björn Eskofier Gauthier Gidel Leo Schwinn DiffM 25 7 0 17 May 2023
Improved deterministic l2 robustness on CIFAR-10 and CIFAR-100 Sahil Singla Surbhi Singla S. Feizi AAML 32 54 0 05 Aug 2021