Metamorphic Detection of Adversarial Examples in Deep Learning Models With Affine Transformations

Rohan Reddy Mekala, Gudjon Einar Magnusson, Adam Porter +2

Adversarial attacks are small, carefully crafted perturbations, imperceptible to the naked eye; that when added to an image cause deep learning models to misclassify the image with…