[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 …

Exploiting channel distortion for transmitter identification for in-vehicle network security

A Hafeez, SC Ponnapali, H Malik - SAE International Journal of …, 2020 - sae.org
Cyberattacks on financial and government institutions, critical infrastructure, voting systems,
businesses, modern vehicles, and so on are on the rise. Fully connected autonomous …

An Integrated Approach to Securing In-Vehicle CAN Bus Network Using ECU Fingerprinting and Image Classification Techniques

J Mohan - 2023 - deepblue.lib.umich.edu
This paper presents two novel techniques for securing electronic control units (ECUs) in the
controller area network (CAN) bus network of autonomous vehicles (AVs). Method 1 …

Real-Time Intrusion Detection in Connected Autonomous Vehicles

A Kumar, TK Das - Inventive Systems and Control: Proceedings of ICISC …, 2023 - Springer
Connected autonomous vehicles (aka CAVs) have shown a new paradigm in the
transportation field by reducing cost, managing traffic and efficiently use of fuels. These …

Intrusion detection for in-vehicle CAN networks based on auxiliary classifier GANs

M Chen, Q Zhao, Z Jiang, R Xu - … International Conference on …, 2021 - ieeexplore.ieee.org
With the rapid evolution of artificial intelligence, in-vehicle network and automotive electronic
systems are shifting toward intelligence. The existing in-vehicle network protocol CAN could …

Deep AI for Anomaly Detection in Automotive Cyber-Physical Systems

SV Thiruloga, VK Kukkala, S Pasricha - Machine Learning and …, 2023 - Springer
Modern vehicles have multiple electronic control units (ECUs) that are connected together
as part of a complex distributed cyber-physical system (CPS). The ever-increasing …

Network intrusion detection systems for in-vehicle network-Technical report

G Dupont, J Hartog, S Etalle, A Lekidis - arXiv preprint arXiv:1905.11587, 2019 - arxiv.org
Modern vehicles are complex safety critical cyber physical systems, that are connected to
the outside world, with all security implications that brings. To enhance vehicle security …

Divider: Delay-time based sender identification in automotive networks

S Ohira, AK Desta, T Kitagawa, I Arai… - 2020 IEEE 44th …, 2020 - ieeexplore.ieee.org
Controller Area Network (CAN) is one of the in-vehicle network protocols that is used to
communicate among Electronic Control Units (ECUs) and has been de-facto standard. CAN …

MIDS: A New Vehicle Intrusion Detection System Based on Multiple Features

Z Jin, Y Xun, J Qin, J Li - GLOBECOM 2023-2023 IEEE Global …, 2023 - ieeexplore.ieee.org
Intelligent vehicles have become a typical representative of the next generation of
technological developments, which provide users with convenient and comfortable driving …

[HTML][HTML] (Semi-) Automatically Parsing Private Protocols for In-Vehicle ECU Communications

T Chen, X Li - Entropy, 2021 - mdpi.com
In-vehicle electronic control unit (ECU) communications generally count on private protocols
(defined by the manufacturers) under controller area network (CAN) specifications. Parsing …