Chromatic and spatial analysis of one-pixel attacks against an image classifier

Janne Alatalo, Joni Korpihalkola, Tuomo Sipola +1

One-pixel attack is a curious way of deceiving neural network classifier by changing only one pixel in the input image. The full potential and boundaries of this attack method are…