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 on the current security landscape of intelligent transportation systems

A Lamssaggad, N Benamar, AS Hafid, M Msahli - IEEE Access, 2021 - ieeexplore.ieee.org
With the proliferation of embedded technologies and wireless capabilities, today's vehicles
are no longer isolated mechanical machines. They become part of a hyper-connected …

Graph-based intrusion detection system for controller area networks

R Islam, RUD Refat, SM Yerram… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The controller area network (CAN) is the most widely used intra-vehicular communication
network in the automotive industry. Because of its simplicity in design, it lacks most of the …

Towards secure intra-vehicle communications in 5G advanced and beyond: Vulnerabilities, attacks and countermeasures

H Chen, J Liu, J Wang, Y Xun - Vehicular Communications, 2023 - Elsevier
Abstract Intelligent Connected Vehicle (ICV), as the product of the deep integration of
automobile, electronics, information, and artificial intelligence in the era of 5G advanced and …

Federated graph neural network for fast anomaly detection in controller area networks

H Zhang, K Zeng, S Lin - IEEE Transactions on Information …, 2023 - ieeexplore.ieee.org
Due to the lack of CAN frame encryption and authentication, CAN bus is vulnerable to
various attacks, which can in general be divided into message injection, suspension, and …

A survey on controller area network reverse engineering

A Buscemi, I Turcanu, G Castignani… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
Controller Area Network (CAN) is a masterless serial bus designed and widely used for the
exchange of mission and time-critical information within commercial vehicles. In-vehicle …

Security on in-vehicle communication protocols: Issues, challenges, and future research directions

A Martínez-Cruz, KA Ramírez-Gutiérrez… - Computer …, 2021 - Elsevier
The automotive industry has represented an important sector of industrial development
worldwide. With technology growth, vehicles have been equipped with various devices that …

Security assessment of in-vehicle communication protocols

A Anwar, A Anwar, L Moukahal, M Zulkernine - Vehicular Communications, 2023 - Elsevier
As the automotive industry has progressed in recent years, in-vehicle networks have also
changed. In contrast to traditional vehicles, modern vehicles communicate through …

In-vehicle CAN bus tampering attacks detection for connected and autonomous vehicles using an improved isolation forest method

X Duan, H Yan, D Tian, J Zhou, J Su… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The development and applications of mobile communication technologies in intelligent
autonomous transportation systems have led to an extraordinary rise in the mount of …