How to give protection to AI methods in opposition to image-scaling assaults

We usually don’t expect the image of a teacup to turn into a cat when we zoom out. But in the world of artificial intelligence research, strange things can happen. Researchers at Germany’s Technische Universität Braunschweig have shown that carefully modifying the pixel values of digital photos can turn them into a completely different image when they are downscaled.

What’s concerning is the implications these modifications can have for AI algorithms.

adversarial image-scaling attack cat-dog