Ai-based intrusion detection systems for in-vehicle networks: A survey

S Rajapaksha, H Kalutarage, MO Al-Kadri… - ACM Computing …, 2023 - dl.acm.org
The Controller Area Network (CAN) is the most widely used in-vehicle communication
protocol, which still lacks the implementation of suitable security mechanisms such as …

Cyberattacks and countermeasures for in-vehicle networks

E Aliwa, O Rana, C Perera, P Burnap - ACM computing surveys (CSUR), 2021 - dl.acm.org
As connectivity between and within vehicles increases, so does concern about safety and
security. Various automotive serial protocols are used inside vehicles such as Controller …

A survey of intrusion detection for in-vehicle networks

W Wu, R Li, G Xie, J An, Y Bai… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
The development of the complexity and connectivity of modern automobiles has caused a
massive rise in the security risks of in-vehicle networks (IVNs). Nevertheless, existing IVN …

CANet: An unsupervised intrusion detection system for high dimensional CAN bus data

M Hanselmann, T Strauss, K Dormann, H Ulmer - Ieee Access, 2020 - ieeexplore.ieee.org
We propose a neural network architecture for detecting intrusions on the controller area
network (CAN). The latter is the standard communication method between the electronic …

Addressing the lack of comparability & testing in can intrusion detection research: A comprehensive guide to can ids data & introduction of the road dataset

ME Verma, MD Iannacone, RA Bridges… - arXiv preprint arXiv …, 2020 - arxiv.org
Although ubiquitous in modern vehicles, Controller Area Networks (CANs) lack basic
security properties and are easily exploitable. A rapidly growing field of CAN security …

Keep the moving vehicle secure: Context-aware intrusion detection system for in-vehicle CAN bus security

S Rajapaksha, H Kalutarage… - … on Cyber Conflict …, 2022 - ieeexplore.ieee.org
The growth of information technologies has driven the development of the transportation
sector, including connected and autonomous vehicles. Due to its communication …

TCE-IDS: Time interval conditional entropy-based intrusion detection system for automotive controller area networks

Z Yu, Y Liu, G Xie, R Li, S Liu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Intelligent connected vehicle is rapidly growing with the 5-G technology; the diversity of
functional interfaces has significantly expanded the avenues of attack, making automotive …

Cybersecurity protection on in‐vehicle networks for distributed automotive cyber‐physical systems: state‐of‐the‐art and future challenges

Y Xie, Y Zhou, J Xu, J Zhou, X Chen… - Software: Practice and …, 2021 - Wiley Online Library
The ever‐evolving trip mode of human being leads the automobiles moving toward
connected, autonomous, sharing, and electrified vehicles rapidly. But the connection …

A comprehensive guide to CAN IDS data and introduction of the ROAD dataset

ME Verma, RA Bridges, MD Iannacone, SC Hollifield… - PLoS one, 2024 - journals.plos.org
Although ubiquitous in modern vehicles, Controller Area Networks (CANs) lack basic
security properties and are easily exploitable. A rapidly growing field of CAN security …

[PDF][PDF] Towards viable intrusion detection methods for the automotive controller area network

A Tomlinson, J Bryans, SA Shaikh - 2nd ACM Computer Science …, 2018 - wp.mpi-inf.mpg.de
ABSTRACT The Controller Area Network (CAN) in cars is critical to their safety and
performance and is now regarded as being vulnerable to cyberattack. Recent studies have …