deep learning
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…
deep learning
paper review: Intriguing properties of neural networks (getting adversarial samples using L-BGFS method)
paper link: https://arxiv.org/pdf/1312.6199.pdf It is not a single node or unit of a layer that describes one kind of feature but it is the space, or all the nodes in a layer that defines some feature. In other words, it is not a single node’s value that measure a strength Read more…