Multi-Attack Intrusion Detection for In-Vehicle CAN-FD Messages

F Gao, J Liu, Y Liu, Z Gao, R Zhao - Sensors, 2024 - mdpi.com
As an enhanced version of standard CAN, the Controller Area Network with Flexible Data
(CAN-FD) rate is vulnerable to attacks due to its lack of information security measures …

[HTML][HTML] A Multivariate Time Series Prediction Method for Automotive Controller Area Network Bus Data

D Yang, S Yang, J Qu, K Wang - Electronics, 2024 - mdpi.com
This study addresses the prediction of CAN bus data, a lesser-explored aspect within
unsupervised anomaly detection research. We propose the Fast-Gated Attention (FGA) …