On the performance of detecting injection of fabricated messages into the can bus

L ben Othmane, L Dhulipala… - … on Dependable and …, 2020 - ieeexplore.ieee.org
There have been several public demonstrations of attacks on connected vehicles showing
the ability of an attacker to take control of a targeted vehicle by injecting messages into their …

Anomaly detection of CAN bus messages through analysis of ID sequences

M Marchetti, D Stabili - 2017 IEEE intelligent vehicles …, 2017 - ieeexplore.ieee.org
This paper proposes a novel intrusion detection algorithm that aims to identify malicious
CAN messages injected by attackers in the CAN bus of modern vehicles. The proposed …

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 …

An algorithm for detection of malicious messages on CAN buses

C Ling, D Feng - 2012 National Conference on Information …, 2012 - atlantis-press.com
Control systems are encountering increasing security threats; as one of the common
systems, CAN control system is very facile to be attacked. Aiming at the improvement of CAN …

Detection of message injection attacks onto the can bus using similarities of successive messages-sequence graphs

M Jedh, LB Othmane, N Ahmed… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The smart features of modern cars are enabled by a number of Electronic Control Units
(ECUs) components that communicate through an in-vehicle network, known as Controller …

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 …

In-vehicle detection of targeted CAN bus attacks

F Fenzl, R Rieke, A Dominik - … of the 16th International Conference on …, 2021 - dl.acm.org
Most vehicles use the controller area network bus for communication between their
components. Attackers who have already penetrated the in-vehicle network often utilize this …

Securing CAN bus in connected and autonomous vehicles using supervised machine learning approaches

R Gundu, M Maleki - 2022 IEEE International Conference on …, 2022 - ieeexplore.ieee.org
Connected and Autonomous Vehicles (CAVs) are becoming a promising solution in
Intelligent Transportation Systems (ITS). Despite these advancements, vehicles still use a …

Supervised and unsupervised intrusion detection based on CAN message frequencies for in-vehicle network

T Kuwahara, Y Baba, H Kashima… - Journal of Information …, 2018 - jstage.jst.go.jp
Modern vehicles are equipped with Electronic Control Units (ECUs) and external
communication devices. The Controller Area Network (CAN), a widely used communication …

Field classification, modeling and anomaly detection in unknown CAN bus networks

M Markovitz, A Wool - Vehicular Communications, 2017 - Elsevier
This paper describes a novel domain-aware anomaly detection system for in-car CAN bus
traffic. Through inspection of real CAN bus communication, we discovered the presence of …