When Vision Fails: Text Attacks Against ViT and OCR

Nicholas Boucher, Jenny Blessing, Ilia Shumailov +2

Text-based machine learning models are vulnerable to an emerging class of Unicode-based adversarial examples capable of tricking a model into misreading text with potentially disas…