no code implementations • 12 Apr 2019 • Yatie Xiao, Chi-Man Pun
Deep neural networks are easily fooled high confidence predictions for adversarial samples
no code implementations • 1 Feb 2019 • Yatie Xiao, Chi-Man Pun
Deep Neural Networks have achieved remarkable success in computer vision, natural language processing, and audio tasks.
no code implementations • 13 Jan 2019 • Yatie Xiao, Chi-Man Pun, Jizhe Zhou
We focus our attention on the problem of generating adversarial perturbations based on the gradient in image classification domain