Huimin Wu

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

2021 · arXiv (Cornell University)

Adversarial attacks by generating examples which are almost indistinguishable from natural examples, pose a serious threat to learning models. Defending against adversarial attacks is a critical element for a reliable learning system. Support vector machine …