[HTML][HTML] Traffic anomaly detection algorithm for CAN bus using similarity analysis

C Wang, X Xu, K Xiao, Y He, GC Yang - High-Confidence Computing, 2024 - Elsevier
Recently, vehicles have experienced a rise in networking and informatization, leading to
increased security concerns. As the most widely used automotive bus network, the …

Intrusion Detection Method for In‐Vehicle CAN Bus Based on Message and Time Transfer Matrix

Z Bi, G Xu, G Xu, M Tian, R Jiang… - Security and …, 2022 - Wiley Online Library
As the number and computational power of electronic computing units installed in standard
automobiles continue to increase, contemporary motor vehicles face more cybersecurity …

Cosine similarity based anomaly detection methodology for the CAN bus

BI Kwak, ML Han, HK Kim - Expert Systems with Applications, 2021 - Elsevier
In recent years, vehicular technology has rapidly evolved in terms of the driver's
convenience and safety, along with the convergence of vehicle communication and the …

Anomaly detection in vehicular CAN bus using message identifier sequences

TCM Dönmez - IEEE Access, 2021 - ieeexplore.ieee.org
As the automotive industry moves forward, security of vehicular networks becomes
increasingly important. Controller area network (CAN bus) remains as one of the most …

An intelligent secured framework for cyberattack detection in electric vehicles' CAN bus using machine learning

O Avatefipour, AS Al-Sumaiti, AM El-Sherbeeny… - Ieee …, 2019 - ieeexplore.ieee.org
Electric Vehicles' Controller Area Network (CAN) bus serves as a legacy protocol for in-
vehicle network communication. Simplicity, robustness, and suitability for real-time systems …

Research on Anomaly Detection in Vehicular CAN Based on Bi-LSTM

X Kan, Z Zhou, L Yao, Y Zuo - Journal of Cyber …, 2023 - journals.riverpublishers.com
Abstract Controller Area Network (CAN) is one of the most widely used in-vehicle networks
in modern vehicles. Due to the lack of security mechanisms such as encryption and …

Multiple observation HMM-based CAN bus intrusion detection system for in-vehicle network

C Dong, H Wu, Q Li - IEEE Access, 2023 - ieeexplore.ieee.org
As modern vehicles become more intelligent and connected, the number of ECUs and
communication interfaces with external networks (such as 3G/4G and Bluetooth) has …

Correlation-based anomaly detection for the can bus

A Gazdag, G Lupták, L Buttyán - International ISCIS Security Workshop, 2021 - Springer
Previous attacks have shown that in-vehicle networks have vulnerabilities and a successful
attack could lead to significant financial loss and danger to life. In this paper, we propose a …

Bit scanner: Anomaly detection for in-vehicle CAN bus using binary sequence whitelisting

G Zhang, Q Liu, C Cao, J Li, Y Li - Computers & Security, 2023 - Elsevier
Due to the vulnerability of in-vehicle networks, particularly the Controller Area Network
(CAN), malicious remote intrusion into vehicles has been a prominent public concern in …

Anomaly detection of vehicle CAN network based on message content

X Mo, P Chen, J Wang, C Wang - … Conference on Security and Privacy in …, 2019 - Springer
With the rapid advance of intelligent vehicles, auxiliary driving and automatic driving have
been paid more attention to. While vehicle security has become increasingly prominent …