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 …

DESC-IDS: Towards an efficient real-time automotive intrusion detection system based on deep evolving stream clustering

P Cheng, M Han, G Liu - Future Generation Computer Systems, 2023 - Elsevier
Controller area network (CAN) is a widely used communication protocol for in-vehicle
networks. With the up-gradation of traditional vehicle ad-hoc networks (VANETs) to the …

Cvmids: Cloud-vehicle collaborative intrusion detection system for internet-of-vehicles

J Qin, Y Xun, J Liu - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
As the evolution of 3GPP specification and the deployment of 5G network, Internet of
Vehicles (IoVs) boom fireworks. However, its attack surface is expanded with the increased …

Ecuprint—physical fingerprinting electronic control units on can buses inside cars and sae j1939 compliant vehicles

L Popa, B Groza, C Jichici… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
We fingerprint 54 ECUs from 10 cars, one of them being a heavy-duty vehicle that is
compliant to the SAE J1939 standard. These later specifications implemented in commercial …

Benchmarking frameworks and comparative studies of Controller Area Network (CAN) intrusion detection systems: A review

S Sharmin, H Mansor, AF Abdul Kadir… - Journal of Computer …, 2024 - content.iospress.com
The development of intrusion detection systems (IDS) for the in-vehicle Controller Area
Network (CAN) bus is one of the main efforts being taken to secure the in-vehicle network …

Can-square-decimeter level localization of electronic control units on can buses

B Groza, PS Murvay, L Popa, C Jichici - … 4–8, 2021, Proceedings, Part I 26, 2021 - Springer
The CAN bus survived inside cars for more than three decades due to its simplicity and
effectiveness while protecting it calls for solutions that are equally simple and effective. In …

LSF-IDM: Deep learning-based lightweight semantic fusion intrusion detection model for automotive

P Cheng, L Hua, H Jiang, G Liu - Peer-to-Peer Networking and …, 2024 - Springer
Abstract Controller Area Network (CAN) is increasing connectivity to the external
environment for intelligent interconnection in autonomous vehicles, as well as posing …

Asymmetric symbol and skew sender identification for automotive networks

O Schell, C Oechsler, M Kneib - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Over recent years, many vulnerabilities have been exposed in vehicles, whose probability of
occurrence will rise in the future due to connectivity and increasing system complexity. Even …

GPIDS: GAN Assisted Contextual Pattern-Aware Intrusion Detection System for IVN

J Qin, Y Xun, Z Deng, J Liu - IEEE Transactions on Vehicular …, 2024 - ieeexplore.ieee.org
The intelligent connected vehicle (ICV) has garnered considerable attention in recent years
due to developments in vehicle-to-everything (V2X) technology, 5 G communication …

SPARTA: Signal Propagation-based Attack Recognition and Threat Avoidance for Automotive Networks

O Schell, M Kneib - Proceedings of the 2023 ACM Asia Conference on …, 2023 - dl.acm.org
With wider availability of wireless interfaces and a rising integration of software, it becomes
easier for attackers to access vehicular communication networks and exploit vulnerabilities …