WorstVIT poisons a ViT for one epoch and, using gradient-guided per-image pixel selection, achieves near-100% attack success while changing just one pixel per image.
Visformer: The vision-friendly transformer
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One Pixel is All I Need
WorstVIT poisons a ViT for one epoch and, using gradient-guided per-image pixel selection, achieves near-100% attack success while changing just one pixel per image.