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 …

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 …

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 …

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 …

Abnormal message detection for CAN bus based on message transmission behaviors

L Kang, H Shen - 2020 IEEE 40th International Conference on …, 2020 - ieeexplore.ieee.org
Electronic control units and actuators in a modern vehicle communicate with each other
through controller area network (CAN) bus to ensure driving safety. Current methods …

PRICAR: Privacy Framework for Vehicular Data Sharing with Third Parties

MD Pesé, JW Schauer, M Mohan… - 2023 IEEE Secure …, 2023 - ieeexplore.ieee.org
In-vehicle infotainment (IVI) platforms are getting increasingly connected. Besides Original
Equipment Manufacturer (OEM) apps and services, the next generation of IVI platforms are …

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 …

A robust, reliable and deployable framework for in-vehicle security

A Hafeez - 2020 - deepblue.lib.umich.edu
Cyber attacks on financial and government institutions, critical infrastructure, voting systems,
businesses, modern vehicles, etc., are on the rise. Fully connected autonomous vehicles are …

A Multi-attention Based CNN-BiLSTM Intrusion Detection Model for In-vehicle Networks

K Gao, H Huang, L Liu, R Du… - 2023 IEEE Intl Conf on …, 2023 - ieeexplore.ieee.org
The development of vehicular networking technology continuously enhances the internet
connectivity of modern vehicles. However, for in-vehicle networks, constant communication …