[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 …

Cyberattacks and countermeasures for in-vehicle networks

E Aliwa, O Rana, C Perera, P Burnap - ACM computing surveys (CSUR), 2021 - dl.acm.org
As connectivity between and within vehicles increases, so does concern about safety and
security. Various automotive serial protocols are used inside vehicles such as Controller …

A survey of intrusion detection for in-vehicle networks

W Wu, R Li, G Xie, 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 …

Statistical techniques for detecting cyberattacks on computer networks based on an analysis of abnormal traffic behavior

Z Hu, R Odarchenko, S Gnatyuk… - International …, 2020 - search.proquest.com
Represented paper is currently topical, because of year on year increasing quantity and
diversity of attacks on computer networks that causes significant losses for companies. This …

SDN-based secure and privacy-preserving scheme for vehicular networks: A 5G perspective

S Garg, K Kaur, G Kaddoum, SH Ahmed… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
The ever-increasing demands of vehicular networks pose significant challenges such as
availability, computation complexity, security, trust, authentication, etc. This becomes even …

Threat analysis for automotive CAN networks: A GAN model-based intrusion detection technique

G Xie, LT Yang, Y Yang, H Luo, R Li… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
With the rapid development of Internet of vehicles, connected vehicles, autonomous
vehicles, and autonomous driving technologies, automotive Controller Area Networks (CAN) …

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] Security issues with in-vehicle networks, and enhanced countermeasures based on blockchain

N Khatri, R Shrestha, SY Nam - Electronics, 2021 - mdpi.com
Modern vehicles are no longer simply mechanical devices. Connectivity between the
vehicular network and the outside world has widened the security holes that hackers can …

Comparative performance evaluation of intrusion detection based on machine learning in in-vehicle controller area network bus

T Moulahi, S Zidi, A Alabdulatif, M Atiquzzaman - IEEE Access, 2021 - ieeexplore.ieee.org
Communication between the nodes in a vehicle is performed using many protocols. The
most common of these is known as the Controller Area Network (CAN). The functionality of …

VehicleEIDS: A novel external intrusion detection system based on vehicle voltage signals

Y Xun, Y Zhao, J Liu - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
Intelligent and connected vehicles (ICVs) have become the mainstream in the development
of automobile industry. Many emerging technologies have been proposed to provide users …