Demystifying in-vehicle intrusion detection systems: A survey of surveys and a meta-taxonomy

G Karopoulos, G Kambourakis, E Chatzoglou… - Electronics, 2022 - mdpi.com
Breaches in the cyberspace due to cyber-physical attacks can harm the physical space, and
any type of vehicle is an alluring target for wrongdoers for an assortment of reasons …

Universal intrusion detection system on in-vehicle network

MR Islam, I Oh, K Yim - International Conference on Innovative Mobile and …, 2023 - Springer
Abstract The Controller Area Network (CAN) protocol is widely used in automotive and
industrial applications for communication. However, the lack of authentication and …

Evaluation of the architecture alternatives for real-time intrusion detection systems for connected vehicles

JK Lee - 2022 - search.proquest.com
The number of reported vehicle vulnerabilities has risen exponentially. Attackers exploited
the software vulnerabilities in connected vehicles to remote access in-vehicle networks to …

Fingerprinting electronic control units for vehicle intrusion detection

KT Cho, KG Shin - 25th USENIX Security Symposium (USENIX Security …, 2016 - usenix.org
As more software modules and external interfaces are getting added on vehicles, new
attacks and vulnerabilities are emerging. Researchers have demonstrated how to …

Adversarial Attacks on Intrusion Detection Systems in In-Vehicle Networks of Connected and Autonomous Vehicles

F Aloraini, A Javed, O Rana - Sensors, 2024 - mdpi.com
Rapid advancements in connected and autonomous vehicles (CAVs) are fueled by
breakthroughs in machine learning, yet they encounter significant risks from adversarial …

Deep Learning in the Fast Lane: A Survey on Advanced Intrusion Detection Systems for Intelligent Vehicle Networks

M Almehdhar, A Albaseer, MA Khan… - IEEE Open Journal …, 2024 - ieeexplore.ieee.org
The rapid evolution of modern automobiles into intelligent and interconnected entities
presents new challenges in cybersecurity, particularly in Intrusion Detection Systems (IDS) …

[HTML][HTML] can-train-and-test: A Curated CAN Dataset for Automotive Intrusion Detection

B Lampe, W Meng - Computers & Security, 2024 - Elsevier
When it comes to in-vehicle networks (IVNs), the controller area network (CAN) bus
dominates the market; automobiles manufactured and sold worldwide depend on the CAN …

IoVShield: an efficient vehicular intrusion detection system for self-driving (short paper)

Z Wei, Y Yang, Y Rehana, Y Wu, J Weng… - … Security Practice and …, 2017 - Springer
In recent years, a lot of vehicle attacks have been reported and demonstrated by
researchers and whitehat hackers indicating vehicle cyber security as an important issue …

The impact of different feature scaling methods on intrusion detection for in-vehicle controller area network (CAN)

SF Lokman, AT Othman, MHA Bakar… - Advances in Cyber Security …, 2020 - Springer
Numerous security researchers have a growing interest in the vulnerabilities of the in-
vehicle Controller Area Network (CAN) bus system to cyber-attacks. The adversaries can …

[HTML][HTML] A robust multi-stage intrusion detection system for in-vehicle network security using hierarchical federated learning

M Althunayyan, A Javed, O Rana - Vehicular Communications, 2024 - Elsevier
As connected and autonomous vehicles proliferate, the Controller Area Network (CAN) bus
has become the predominant communication standard for in-vehicle networks due to its …