A Survey on Optical Adversarial Examples Against DNNs

Abstract

Adversarial attack always affects the security of artificial intelligence. In recent years, a new type of non-invasive adversarial attack becomes very popular among the studies for its flexibility and excubility, and this paper has generated great interest in it. In this paper, four types of this kind of adversarial attack are analyzed and discussed in detail: camera high-frequency light, laser, projector and natural light shadow.