Certified Robustness via Dynamic Margin Maximization and Improved Lipschitz Regularization

29 September 2023

Papers citing "Certified Robustness via Dynamic Margin Maximization and Improved Lipschitz Regularization"

10 / 10 papers shown

Title
Low-Rank Adversarial PGD Attack Dayana Savostianova Emanuele Zangrando Francesco Tudisco AAML 23 0 0 16 Oct 2024
A Complete Set of Quadratic Constraints for Repeated ReLU and Generalizations Sahel Vahedi Noori Bin Hu Geir Dullerud Peter M. Seiler 36 0 0 09 Jul 2024
Compositional Curvature Bounds for Deep Neural Networks Taha Entesari Sina Sharifi Mahyar Fazlyab AAML 34 0 0 07 Jun 2024
Provable Bounds on the Hessian of Neural Networks: Derivative-Preserving Reachability Analysis Sina Sharifi Mahyar Fazlyab 46 0 0 06 Jun 2024
Lipschitz constant estimation for general neural network architectures using control tools Patricia Pauli Dennis Gramlich Frank Allgöwer 33 4 0 02 May 2024
Gradient-Regularized Out-of-Distribution Detection Sina Sharifi Taha Entesari Bardia Safaei Vishal M. Patel Mahyar Fazlyab OODD 24 4 0 18 Apr 2024
Post-train Black-box Defense via Bayesian Boundary Correction He-Nan Wang Yunfeng Diao AAML 34 1 0 29 Jun 2023
Improved deterministic l2 robustness on CIFAR-10 and CIFAR-100 Sahil Singla Surbhi Singla S. Feizi AAML 30 54 0 05 Aug 2021
Globally-Robust Neural Networks Klas Leino Zifan Wang Matt Fredrikson AAML OOD 80 125 0 16 Feb 2021
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 261 3,109 0 04 Nov 2016