paper review: Explaining and Harnessing Adversarial Examples (FGSM adversarial attack)

paper link: https://arxiv.org/abs/1412.6572 This paper introduces Fast Gradient Signed Method(FGSM) adversarial attack along with some useful insights on why linearity of deep learning networks would allow such attacks. The FGSM method is regarded as the method introduced after using L-BGFS method to generate adversarial samples. These two share similar ideas Read more…