AEGuard: Image Feature-Based Independent Adversarial Example Detection Model

Figure 6

Edge noise quantification flow: original image [19]; (a) extract edge using Canny edge algorithm; (b) apply Gaussian filter to merge real contour and noise; (c) binarize to get filled area between contour and noise.