Fast and Scalable Adversarial Training of Kernel SVM via Doubly Stochastic Gradients

Huimin Wu, Zhengmian Hu, Bin Gu

Adversarial attacks by generating examples which are almost indistinguishable from natural examples, pose a serious threat to learning models. Defending against adversarial attacks…