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 …

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

S Sharmin, H Mansor… - Journal of Computer …, 2024 - journals.sagepub.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 …

Benchmarking Unsupervised Online IDS for Masquerade Attacks in CAN

P Moriano, SC Hespeler, M Li, RA Bridges - ar** 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 …

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

ME Verma, RA Bridges, MD Iannacone… - 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 …

[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 …