Evaluating Model Robustness Using Adaptive Sparse L0 Regularization

Weiyou Liu, Zhenyang Li, Weitong Chen

Deep Neural Networks have demonstrated remarkable success in various domains but remain susceptible to adversarial examples, which are slightly altered inputs designed to induce mi…