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 …

A survey on cyber-security of connected and autonomous vehicles (CAVs)

X Sun, FR Yu, P Zhang - IEEE Transactions on Intelligent …, 2021 - ieeexplore.ieee.org
As the general development trend of the automotive industry, connected and autonomous
vehicles (CAVs) can be used to increase transportation safety, promote mobility choices …

Design and development of RNN anomaly detection model for IoT networks

I Ullah, QH Mahmoud - IEEE Access, 2022 - ieeexplore.ieee.org
Cybersecurity is important today because of the increasing growth of the Internet of Things
(IoT), which has resulted in a variety of attacks on computer systems and networks. Cyber …

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 …

Security assessment of in-vehicle communication protocols

A Anwar, A Anwar, L Moukahal, M Zulkernine - Vehicular Communications, 2023 - Elsevier
As the automotive industry has progressed in recent years, in-vehicle networks have also
changed. In contrast to traditional vehicles, modern vehicles communicate through …

Intrusion detection method using bi-directional GPT for in-vehicle controller area networks

M Nam, S Park, DS Kim - IEEE Access, 2021 - ieeexplore.ieee.org
The controller area network (CAN) bus protocol is exposed to threats from various attacks
because it is designed without consideration of security. In a normal vehicle operation …

Keep the moving vehicle secure: Context-aware intrusion detection system for in-vehicle CAN bus security

S Rajapaksha, H Kalutarage… - … on Cyber Conflict …, 2022 - ieeexplore.ieee.org
The growth of information technologies has driven the development of the transportation
sector, including connected and autonomous vehicles. Due to its communication …

Federated AI-enabled in-vehicle network intrusion detection for internet of vehicles

J Yang, J Hu, T Yu - Electronics, 2022 - mdpi.com
The integration of artificial intelligence (AI) technology into the Internet of Vehicles (IoV) has
provided smart services for intelligent connected vehicles (ICVs). However, due to gradually …

Analysis of ID sequences similarity using DTW in intrusion detection for CAN bus

H Sun, M Sun, J Weng, Z Liu - IEEE Transactions on Vehicular …, 2022 - ieeexplore.ieee.org
Connected vehicles have recently attracted considerable attention for revolutionizing the
transportation industry. Although connectivity brings about a vast number of benefits, it can …