Intrusion detection in the automotive domain: A comprehensive review

B Lampe, W Meng - IEEE Communications Surveys & Tutorials, 2023 - ieeexplore.ieee.org
The automotive domain has realized amazing advancements in communication,
connectivity, and automation—and at a breakneck pace. Such advancements come with …

[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 …

[HTML][HTML] Artificial Intelligence, Internet of things and 6G methodologies in the context of Vehicular Ad-hoc Networks (VANETs): Survey

B Saoud, I Shayea, AE Yahya, ZA Shamsan… - ICT Express, 2024 - Elsevier
Recent developments in the fields of communications, smart transportation systems and
computer systems have significantly expanded the potential for intelligent solutions in the …

Intelligent multimedia content delivery in 5G/6G networks: a reinforcement learning approach

MJ Iqbal, M Farhan, F Ullah… - Transactions on …, 2023 - Wiley Online Library
Multimedia content in 5G/6G networks makes safe, confidential, and efficient content
delivery difficult. Intelligent systems that adapt to the ever‐changing network environment …

A novel hybrid quantum-classical framework for an in-vehicle controller area network intrusion detection

MS Salek, PK Biswas, J Pollard, J Hales, Z Shen… - IEEE …, 2023 - ieeexplore.ieee.org
In-vehicle controller area network (CAN) is susceptible to various cyberattacks due to its
broadcast-based communication nature. An attacker can inject false messages to a vehicle's …

[PDF][PDF] Improving in-vehicle networks intrusion detection using on-device transfer learning

S Rajapaksha, H Kalutarage… - … on vehicles security …, 2023 - ndss-symposium.org
Modern automobiles are equipped with a large number of electronic control units (ECUs) to
provide safe, driver assistance and comfortable service. The controller area network (CAN) …

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 …

can-train-and-test: A New CAN Intrusion Detection Dataset

B Lampe, W Meng - 2023 IEEE 98th Vehicular Technology …, 2023 - ieeexplore.ieee.org
The controller area network (CAN) bus facilitates communication between a vehicle's
microcontrollers, known as electronic control units (ECUs). Developed in 1983, the CAN bus …

Multi-Attack Intrusion Detection for In-Vehicle CAN-FD Messages

F Gao, J Liu, Y Liu, Z Gao, R Zhao - Sensors, 2024 - mdpi.com
As an enhanced version of standard CAN, the Controller Area Network with Flexible Data
(CAN-FD) rate is vulnerable to atacks due to its lack of information security measures …