Research on CAN Bus Anomaly Detection Based on LSTM AndResNet
Jiaqi Song, Fei Li, Ruxiang Li, Yalin Li, Qiyang Zhou, Jiayan Zhang · Journal of Physics Conference Series · 2021
Abstract With the rapid development of intelligent network vehicles, the safety of the vehicle network is taken seriously increasingly, the CAN as the most widely used car on-board network, its security problem has become one of the most important problemsin intelligent made car development, the communication of CAN bus network characteristic and the existing safety problems and analyzes the common means of attack, on the basis of this puts forward the anomaly detection model based on LSTM And ResNet, through the experimental results show that this method CAN effectively detect deception attack.