DeepXplore: Automated Whitebox Testing of Deep Learning Systems

Kexin Pei, Yinzhi Cao, Junfeng Yang +1

Deep learning (DL) systems are increasingly deployed in safety- and security-critical domains including self-driving cars and malware detection, where the correctness and predictab…