JournalIEEE Transactions on Evolutionary Computation2019
One Pixel Attack for Fooling Deep Neural Networks
Jiawei Su, Danilo Vasconcellos Vargas, Kouichi Sakurai
Proposes a black-box one-pixel attack using differential evolution that fools DNNs by modifying a single pixel, achieving 67.97% success on CIFAR-10.
2.6kJan 4, 2019Neural Networks
arXiv