Adversarial robustness through Lipschitz-Guided Stochastic Depth in Neural Networks

Laith Nayal, Mahmoud Mousatat, Bader Rasheed

Deep neural networks and Vision Transformers achieve state-of-the-art performance in computer vision but are highly vulnerable to adversarial perturbations. Standard defenses often…