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 …

[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 …

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) …

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 …

Histogram-based intrusion detection and filtering framework for secure and safe in-vehicle networks

A Derhab, M Belaoued, I Mohiuddin… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
In this paper, we propose H-IDFS, a Histogram-based Intrusion Detection and Filtering
framework, which assembles the CAN packets into windows, and computes their …

Cybersecurity protection on in‐vehicle networks for distributed automotive cyber‐physical systems: state‐of‐the‐art and future challenges

Y Xie, Y Zhou, J Xu, J Zhou, X Chen… - Software: Practice and …, 2021 - Wiley Online Library
The ever‐evolving trip mode of human being leads the automobiles moving toward
connected, autonomous, sharing, and electrified vehicles rapidly. But the connection …

WINDS: A wavelet-based intrusion detection system for Controller Area Network (CAN)

M Bozdal, M Samie, IK Jennions - IEEE Access, 2021 - ieeexplore.ieee.org
Vehicles are equipped with Electronic Control Units (ECUs) to increase their overall system
functionality and connectivity. However, the rising connectivity exposes a defenseless …

A high-throughput hardware accelerator for network entropy estimation using sketches

JE Soto, P Ubisse, Y Fernández, C Hernández… - IEEE …, 2021 - ieeexplore.ieee.org
Network traffic monitoring uses empirical entropy to detect anomalous events such as
various types of attacks. However, the exact computation of the entropy in high-speed …

CAN bus messages abnormal detection using improved SVDD in internet of vehicles

X Li, H Zhang, Y Miao, S Ma, J Ma… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
Controller area network (CAN) bus anomaly detection on the Internet of Vehicles (IoV) is a
topic of ongoing interest and increasing importance, particularly as IoV becomes …