ViTGuard: Attention-aware Detection against Adversarial Examples for Vision Transformer

Shihua Sun, Kenechukwu Nwodo, Shridatt Sugrim +2

The use of transformers for vision tasks has challenged the traditional dominant role of convolutional neural networks (CNN) in computer vision (CV). For image classification tasks…