Thomas C. M. Lee

A Review of Adversarial Attack and Defense for Classification Methods

2021 · The American Statistician

Despite the efficiency and scalability of machine learning systems, recent studies have demonstrated that many classification methods, especially Deep Neural Networks (DNNs), are vulnerable to adversarial examples; that is, examples that are carefully crafted to …