Ai-based intrusion detection systems for in-vehicle networks: A survey

S Rajapaksha, H Kalutarage, MO Al-Kadri… - ACM Computing …, 2023 - dl.acm.org
The Controller Area Network (CAN) is the most widely used in-vehicle communication
protocol, which still lacks the implementation of suitable security mechanisms such as …

[HTML][HTML] A survey of deep learning-based intrusion detection in automotive applications

B Lampe, W Meng - Expert Systems with Applications, 2023 - Elsevier
Modern automobiles depend on internal vehicle networks (IVNs) to control systems from the
anti-lock brakes to the transmission to the locks on the doors. Many IVNs, particularly the …

Anomaly detection in automobile control network data with long short-term memory networks

A Taylor, S Leblanc, N Japkowicz - 2016 IEEE international …, 2016 - ieeexplore.ieee.org
Modern automobiles have been proven vulnerable to hacking by security researchers. By
exploiting vulnerabilities in the car's external interfaces, such as wifi, bluetooth, and physical …

A survey of intrusion detection for in-vehicle networks

W Wu, R Li, G **e, J An, Y Bai… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
The development of the complexity and connectivity of modern automobiles has caused a
massive rise in the security risks of in-vehicle networks (IVNs). Nevertheless, existing IVN …

Autonomous driving security: State of the art and challenges

C Gao, G Wang, W Shi, Z Wang… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
The autonomous driving industry has mushroomed over the past decade. Although
autonomous driving has undoubtedly become one of the most promising technologies of this …

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 …

A survey of attacks on controller area networks and corresponding countermeasures

HJ Jo, W Choi - IEEE Transactions on Intelligent Transportation …, 2021 - ieeexplore.ieee.org
The development of vehicle technologies such as connected and autonomous vehicle
environments provide drivers with functions for convenience and safety that are highly …

[HTML][HTML] Attacks and defences on intelligent connected vehicles: A survey

M Dibaei, X Zheng, K Jiang, R Abbas, S Liu… - Digital Communications …, 2020 - Elsevier
Intelligent vehicles are advancing at a fast speed with the improvement of automation and
connectivity, which opens up new possibilities for different cyber-attacks, including in-vehicle …

An intelligent secured framework for cyberattack detection in electric vehicles' CAN bus using machine learning

O Avatefipour, AS Al-Sumaiti, AM El-Sherbeeny… - Ieee …, 2019 - ieeexplore.ieee.org
Electric Vehicles' Controller Area Network (CAN) bus serves as a legacy protocol for in-
vehicle network communication. Simplicity, robustness, and suitability for real-time systems …

Deep transfer learning based intrusion detection system for electric vehicular networks

ST Mehedi, A Anwar, Z Rahman, K Ahmed - Sensors, 2021 - mdpi.com
The Controller Area Network (CAN) bus works as an important protocol in the real-time In-
Vehicle Network (IVN) systems for its simple, suitable, and robust architecture. The risk of …