Comparative performance evaluation of intrusion detection methods for in-vehicle networks

H Ji, Y Wang, H Qin, Y Wang, H Li - IEEE Access, 2018 - ieeexplore.ieee.org
The fifth-generation (5G) technology makes it widely applicable to connected vehicles. This
would entail numerous transmitted data in communication networks and frequent …

MTH-IDS: A multitiered hybrid intrusion detection system for internet of vehicles

L Yang, A Moubayed, A Shami - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
Modern vehicles, including connected vehicles and autonomous vehicles, nowadays
involve many electronic control units connected through intravehicle networks (IVNs) to …

[HTML][HTML] Intrusion detection system can-bus in-vehicle networks based on the statistical characteristics of attacks

J Khan, DW Lim, YS Kim - Sensors, 2023 - mdpi.com
For in-vehicle network communication, the controller area network (CAN) broadcasts to all
connected nodes without address validation. Therefore, it is highly vulnerable to all sorts of …

[HTML][HTML] Towards a lightweight intrusion detection framework for in-vehicle networks

D Basavaraj, S Tayeb - Journal of Sensor and Actuator Networks, 2022 - mdpi.com
With the emergence of networked devices, from the Internet of Things (IoT) nodes and
cellular phones to vehicles connected to the Internet, there has been an ever-growing …

Analysis of recent deep-learning-based intrusion detection methods for in-vehicle network

K Wang, A Zhang, H Sun… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The development and popularity of vehicle-to-everything communication have caused more
risks to the in-vehicle networks security. As a result, an increasing number of various and …

Intrusion detection systems for intra-vehicle networks: A review

OY Al-Jarrah, C Maple, M Dianati, D Oxtoby… - Ieee …, 2019 - ieeexplore.ieee.org
A modern vehicle is a complex system of sensors, electronic control units, and actuators
connected through different types of intra-vehicle networks to control and monitor the state of …

A hybrid approach toward efficient and accurate intrusion detection for in-vehicle networks

L Zhang, D Ma - IEEE Access, 2022 - ieeexplore.ieee.org
With recent advancements in the automotive world and the introduction of autonomous
vehicles, automotive security has become a real and important issue. Modern vehicles have …

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 novel detection approach of unknown cyber-attacks for intra-vehicle networks using recurrence plots and neural networks

OY Al-Jarrah, K El Haloui, M Dianati… - IEEE Open Journal of …, 2023 - ieeexplore.ieee.org
Proliferation of connected services in modern vehicles could make them vulnerable to a
wide range of cyber-attacks through intra-vehicle networks that connect various vehicle …

Artificial intelligence (AI)-empowered intrusion detection architecture for the internet of vehicles

T Alladi, V Kohli, V Chamola, FR Yu… - IEEE Wireless …, 2021 - ieeexplore.ieee.org
Recent advances in the Internet of Things (IoT) and the adoption of IoT in vehicular networks
have led to a new and promising paradigm called the Internet of Vehicles (IoV). However …