2024
1-Lipschitz Layers Compared: Memory Speed and Certifiable Robustness
CVPR 2024poster
The robustness of neural networks against input perturbations with bounded magnitude represents a serious concern in the deployment of deep learning models in safety-critical systems. Recently the scientific community has focused on enhancing certifiable robustness guarantees by crafting \ols neural…