Cybersecurity for autonomous vehicles: Review of attacks and defense

K Kim, JS Kim, S Jeong, JH Park, HK Kim - Computers & security, 2021 - Elsevier
As technology has evolved, cities have become increasingly smart. Smart mobility is a
crucial element in smart cities, and autonomous vehicles are an essential part of smart …

Evolutionary V2X technologies toward the Internet of vehicles: Challenges and opportunities

H Zhou, W Xu, J Chen, W Wang - Proceedings of the IEEE, 2020 - ieeexplore.ieee.org
To enable large-scale and ubiquitous automotive network access, traditional vehicle-to-
everything (V2X) technologies are evolving to the Internet of Vehicles (IoV) for increasing …

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 …

CANintelliIDS: Detecting in-vehicle intrusion attacks on a controller area network using CNN and attention-based GRU

AR Javed, S Ur Rehman, MU Khan… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Controller area network (CAN) is a communication protocol that provides reliable and
productive transmission between in-vehicle nodes continuously. CAN bus protocol is …

In-vehicle network intrusion detection using deep convolutional neural network

HM Song, J Woo, HK Kim - Vehicular Communications, 2020 - Elsevier
The implementation of electronics in modern vehicles has resulted in an increase in attacks
targeting in-vehicle networks; thus, attack detection models have caught the attention of the …

In-vehicle communication cyber security: challenges and solutions

RS Rathore, C Hewage, O Kaiwartya, J Lloret - Sensors, 2022 - mdpi.com
In-vehicle communication has become an integral part of today's driving environment
considering the growing add-ons of sensor-centric communication and computing devices …

GIDS: GAN based intrusion detection system for in-vehicle network

E Seo, HM Song, HK Kim - … on privacy, security and trust (PST), 2018 - ieeexplore.ieee.org
A Controller Area Network (CAN) bus in the vehicles is an efficient standard bus enabling
communication between all Electronic Control Units (ECU). However, CAN bus is not …

[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 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 …

OTIDS: A novel intrusion detection system for in-vehicle network by using remote frame

H Lee, SH Jeong, HK Kim - … on Privacy, Security and Trust (PST …, 2017 - ieeexplore.ieee.org
Controller Area Network (CAN) is a bus communication protocol which defines a standard
for reliable and efficient transmission between in-vehicle nodes in real-time. Since CAN …