Toward Intelligent Vehicle Intrusion Detection Using the Neural Knowledge DNA
Fei Li, Haoxi Zhang, Juan Wang, Yong Liu, Lulu Gao, Xiang Xu, Cesar Sanín, Edward Szczerbicki · Cybernetics & Systems · 2018
In this paper, we propose a novel intrusion detection approach using past driving experience and the neural knowledge DNA for in-vehicle information system security. The neural knowledge DNA is a novel knowledge representation method designed to support discovering, storing, reusing, improving, and sharing knowledge among machines and computing systems. We examine our approach for classifying malicious vehicle control commands based on learning from past valid driving behavior data on a simulator.