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 …

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 …

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 …

Comparative evaluation of anomaly-based controller area network ids

S Sharmin, H Mansor, AF Abdul Kadir… - Proceedings of the 2023 …, 2023 - dl.acm.org
The vulnerability of in-vehicle networks, particularly those based on the Controller Area
Network (CAN) protocol, has prompted the development of numerous techniques for …

From Weeping to Wailing: A Transitive Stealthy Bus-Off Attack

P Agbaje, H Olufowobi, S Hounsinou… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The integration of the Internet of Things (IoT) devices and solutions into passenger vehicles
has transformed cars into a complex system with intelligence and a platform for extending …

Benchmarking Unsupervised Online IDS for Masquerade Attacks in CAN

P Moriano, SC Hespeler, M Li, RA Bridges - arXiv preprint arXiv …, 2024 - arxiv.org
Vehicular controller area networks (CANs) are susceptible to masquerade attacks by
malicious adversaries. In masquerade attacks, adversaries silence a targeted ID and then …

[PDF][PDF] AutoWatch: Learning Driver Behavior with Graphs for Auto Theft Detection and Situational Awareness

P Agbaje, A Mookhoek, A Anjum, A Mitra, MD Pesé… - researchgate.net
Millions of lives are lost due to road accidents each year, emphasizing the importance of
improving driver safety measures. In addition, physical vehicle security is a persistent …