The Adversarial Attack and Detection under the Fisher Information Metric

no code implementations • 9 Oct 2018 • Chenxiao Zhao, P. Thomas Fletcher, Mixue Yu, Yaxin Peng, Guixu Zhang, Chaomin Shen

By considering the data space as a non-linear space with the Fisher information metric induced from a neural network, we first propose an adversarial attack algorithm termed one-step spectral attack (OSSA).

Adversarial Attack