Xinghao Yang

Targeted Physical-World Attention Attack on Deep Learning Models in Road Sign Recognition

2020 · arXiv (Cornell University)

Real world traffic sign recognition is an important step towards building autonomous vehicles, most of which highly dependent on Deep Neural Networks (DNNs). Recent studies demonstrated that DNNs are surprisingly susceptible to adversarial examples. Many …