In-Vehicle Communication Cyber Security: A Comprehensive Review of Challenges and Solutions

B Gul, F Ertam - Vehicular Communications, 2024 - Elsevier
The utilization of autonomous vehicles is experiencing a rapid proliferation in contemporary
society. Concurrently, with the relentless evolution of technology, the inexorable integration …

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 …

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 …

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 …

X-CANIDS: Signal-Aware Explainable Intrusion Detection System for Controller Area Network-Based In-Vehicle Network

S Jeong, S Lee, H Lee, HK Kim - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Controller Area Network (CAN) is an essential networking protocol that connects multiple
electronic control units (ECUs) in a vehicle. However, CAN-based in-vehicle networks (IVNs) …

An overview of vehicle obd-ii port countermeasures

A Humayed - Proceedings of the Second International Conference …, 2023 - Springer
Abstract Vehicles' On-Board Diagnostics (OBD) is a standardized way to communicate with
a vehicle's components for environmental and technical purposes. The OBD-II port allows …

A reliability anomaly detection method based on enhanced GRU-Autoencoder for Vehicular Fog Computing services

Y Wang, G Qin, Y Liang - Computers & Security, 2025 - Elsevier
With the rapid development of the Internet of Vehicles (IoV), Vehicular Fog Computing (VFC)
reduces communication latency by pushing computational resources from the cloud to the …

HybridSecNet: In-Vehicle Security on Controller Area Networks Through a Hybrid Two-Step LSTM-CNN Model

A Chougule, I Kulkarni, T Alladi… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The modern Intelligent Vehicle (IV) is a complex technological marvel that heavily relies on
the Controller Area Network (CAN) bus system to enable seamless communication among …

Deep Learning based Network based Intrusion Detection System in Industrial Internet of Things

JAB Angelin, C Priyadharsini - 2024 2nd International …, 2024 - ieeexplore.ieee.org
The Industrial Internet of Things (IIoT) is the result of integrating the Internet of Things (IoT)
into critical industries, especially in industrial and production settings. The industrial Internet …

[HTML][HTML] CANival: A multimodal approach to intrusion detection on the vehicle CAN bus

H Kang, T Vo, HK Kim, JB Hong - Vehicular Communications, 2024 - Elsevier
Vehicles of today are composed of over 100 electronic embedded devices known as
Electronic Control Units (ECU), each of which controls a different component of the vehicle …