Research on Safety Testing and Evaluation Technology of Artificial Intelligence System for Automatic Driving
Xuan Huang, Linyi Huang, Guowei Tong, Xundao Zhou, Huawei Xu, Hongping Shen · 2023
Automatic driving is the main application field of artificial intelligence technology. With the continuous expansion of technology and application and the frequent occurrence of safety accidents, the safety of automatic driving artificial intelligence system has gradually become a new research hotspot. This paper introduces the development status of security evaluation technology of artificial intelligence system for automatic driving from the aspects of adversarial examples attack algorithm, data set quality evaluation, testing and evaluation platform and so on.