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 …

An entropy analysis based intrusion detection system for controller area network in vehicles

Q Wang, Z Lu, G Qu - 2018 31st IEEE International System-on …, 2018 - ieeexplore.ieee.org
Dozens of Electronic Control Units (ECUs) can be found on modern vehicles for safety and
driving assistance. These ECUs also introduce new security vulnerabilities as recent attacks …

Sliding window optimized information entropy analysis method for intrusion detection on in-vehicle networks

W Wu, Y Huang, R Kurachi, G Zeng, G Xie, R Li… - Ieee …, 2018 - ieeexplore.ieee.org
With the considerable growth of cybersecurity risks in modern automobiles, cybersecurity
issues in the in-vehicle network environment have attracted significant attention from …

On the application of entropy measures with sliding window for intrusion detection in automotive in-vehicle networks

G Baldini - Entropy, 2020 - mdpi.com
The evolution of modern automobiles to higher levels of connectivity and automatism has
also increased the need to focus on the mitigation of potential cybersecurity risks …

Investigating the effects of attack detection for in-vehicle networks based on clock drift of ECUs

H Ji, Y Wang, H Qin, X Wu, G Yu - IEEE Access, 2018 - ieeexplore.ieee.org
As external interfaces of vehicles multiply, information security of an automobile network
system has become increasingly troubling. Mounting attacks have raised the attention of …

Intrusion Detection Method for In‐Vehicle CAN Bus Based on Message and Time Transfer Matrix

Z Bi, G Xu, G Xu, M Tian, R Jiang… - Security and …, 2022 - Wiley Online Library
As the number and computational power of electronic computing units installed in standard
automobiles continue to increase, contemporary motor vehicles face more cybersecurity …

A multiple Rényi entropy based intrusion detection system for connected vehicles

KS Yu, SH Kim, DW Lim, YS Kim - Entropy, 2020 - mdpi.com
In this paper, we propose an intrusion detection system based on the estimation of the Rényi
entropy with multiple orders. The Rényi entropy is a generalized notion of entropy that …

SAIDuCANT: Specification-based automotive intrusion detection using controller area network (CAN) timing

H Olufowobi, C Young, J Zambreno… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
The proliferation of embedded devices in modern vehicles has opened the traditionally-
closed vehicular system to the risk of cybersecurity attacks through physical and remote …

Poster: Intrusion detection system for in-vehicle networks using sensor correlation and integration

H Li, L Zhao, M Juliato, S Ahmed, MR Sastry… - Proceedings of the …, 2017 - dl.acm.org
The increasing utilization of Electronic Control Units (ECUs) and wireless connectivity in
modern vehicles has favored the emergence of security issues. Recently, several attacks …

TTIDS: Transmission-resuming time-based intrusion detection system for controller area network (CAN)

S Lee, HJ Jo, A Cho, DH Lee, W Choi - IEEE Access, 2022 - ieeexplore.ieee.org
Modern vehicles are becoming complex cyber-physical systems equipped with numerous
electronic control units (ECUs). Over the controller area network (CAN), these ECUs …