Side channel analysis: A novel intrusion detection system based on vehicle voltage signals

Y Xun, Z Deng, J Liu, Y Zhao - IEEE Transactions on Vehicular …, 2023 - ieeexplore.ieee.org
Intelligent connected vehicles (ICVs) integrate advanced equipment and communication
network technologies to realize information exchange and sharing between vehicles and …

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 …

CAN bus intrusion detection based on auxiliary classifier GAN and out-of-distribution detection

Q Zhao, M Chen, Z Gu, S Luan, H Zeng… - ACM Transactions on …, 2022 - dl.acm.org
The Controller Area Network (CAN) is a ubiquitous bus protocol present in the
Electrical/Electronic (E/E) systems of almost all vehicles. It is vulnerable to a range of attacks …

Cvmids: Cloud-vehicle collaborative intrusion detection system for internet-of-vehicles

J Qin, Y Xun, J Liu - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
As the evolution of 3GPP specification and the deployment of 5G network, Internet of
Vehicles (IoVs) boom fireworks. However, its attack surface is expanded with the increased …

TENET: Temporal CNN with attention for anomaly detection in automotive cyber-physical systems

SV Thiruloga, VK Kukkala… - 2022 27th Asia and South …, 2022 - ieeexplore.ieee.org
Modern vehicles have multiple electronic control units (ECUs) that are connected together
as part of a complex distributed cyber-physical system (CPS). The ever-increasing …

TCE-IDS: Time interval conditional entropy-based intrusion detection system for automotive controller area networks

Z Yu, Y Liu, G Xie, R Li, S Liu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Intelligent connected vehicle is rapidly growing with the 5-G technology; the diversity of
functional interfaces has significantly expanded the avenues of attack, making automotive …

Effective intrusion detection and prevention for the commercial vehicle SAE J1939 CAN bus

C Jichici, B Groza, R Ragobete… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Detecting and preventing intrusions on in-vehicle buses is a topic of great importance which
may have an even greater significance in the context of commercial vehicles that are liable …

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 …

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] A deep learning based misbehavior classification scheme for intrusion detection in cooperative intelligent transportation systems

T Alladi, V Kohli, V Chamola, FR Yu - Digital Communications and …, 2023 - Elsevier
With the rise of the Internet of Vehicles (IoV) and the number of connected vehicles
increasing on the roads, Cooperative Intelligent Transportation Systems (C-ITSs) have …