Deep Learning, Computer Vision, Cnn, Transformers, AI.
(ViTs) and Convolutional Neural Networks (CNNs) to understand how these architectures respond to adversarial attacks, input distribution changes, and other challenging scenarios. In this section, we will compare the robustness of ViTs and CNNs using insights from a paper titled “Are Transformers