CARACAS: vehiCular ArchitectuRe for detAiled Can Attacks Simulation

SM Kirdi, N Scarano, F Oberti, L Mannella… - arXiv preprint arXiv …, 2024 - arxiv.org
Modern vehicles are increasingly vulnerable to attacks that exploit network infrastructures,
particularly the Controller Area Network (CAN) networks. To effectively counter such threats …

Adding cyberattacks to an industry-leading can simulator

J Hayward, A Tomlinson… - 2019 IEEE 19th …, 2019 - ieeexplore.ieee.org
Recent years have seen an increase in the data usage in cars, particularly as they become
more autonomous and connected. With the rise in data use have come concerns about …

[PDF][PDF] CAN-MIRGU: A Comprehensive CAN Bus Attack Dataset from Moving Vehicles for Intrusion Detection System Evaluation

S Rajapaksha, G Madzudzo, H Kalutarage, A Petrovski… - ndss-symposium.org
The Controller Area Network (CAN Bus) has emerged as the de facto standard for in-vehicle
communication. However, the CAN bus lacks security features, such as encryption and …

Simulation of Message Injection Attacks on Control Area Networks

J Vanajakshi, A Renuka… - 2023 IEEE 3rd Mysore Sub …, 2023 - ieeexplore.ieee.org
The automobile industry is gradually incorporating new technologies into vehicles, making
them increasingly connected, autonomous, and data-driven. It makes use of Control Area …

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 …

Integrating adversary models and intrusion detection systems for in-vehicle networks in canoe

C Jichici, B Groza, PS Murvay - … November 14–15, 2019, Revised Selected …, 2020 - Springer
In-vehicle buses and the Controller Area Network (CAN) in particular have been shown to
be vulnerable to adversarial actions. We embed adversary models and intrusion detection …

Control System Level Intrusion Detection on J1939 Heavy-Duty Vehicle Buses

C Jichici, A Berdich, A Musuroi… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
As the security vulnerabilities of controller area networks (CAN) become well known, heavy-
duty vehicles implementing the SAE J1939 specification layer on this bus are immediate …

Simutack-An Attack Simulation Framework for Connected and Autonomous Vehicles

A Finkenzeller, A Mathur, J Lauinger… - 2023 IEEE 97th …, 2023 - ieeexplore.ieee.org
With the ongoing efforts toward autonomous driving, modern vehicles become increasingly
digital and smart. Hence, the vehicle architecture including smart sensors, ECUs, and in …

Towards a CAN IDS based on a neural network data field predictor

K Pawelec, RA Bridges, FL Combs - Proceedings of the ACM Workshop …, 2019 - dl.acm.org
Modern vehicles contain a few controller area networks (CANs), which allow scores of on-
board electronic control units (ECUs) to communicate messages critical to vehicle functions …

DivaCAN: Detecting in-vehicle intrusion attacks on a controller area network using ensemble learning

MH Khan, AR Javed, Z Iqbal, M Asim, AI Awad - Computers & Security, 2024 - Elsevier
The controller area network (CAN) protocol is a critical communication mechanism in
vehicular systems. However, the widespread adoption of this protocol has introduced …