SoK: Certified Robustness for Deep Neural Networks

Linyi Li, Tao Xie, Bo Li

Great advances in deep neural networks (DNNs) have led to state-of-the-art performance on a wide range of tasks. However, recent studies have shown that DNNs are vulnerable to adve…