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 …

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 …

[PDF][PDF] WeepingCAN: A stealthy CAN bus-off attack

G Bloom - Workshop on Automotive and Autonomous Vehicle …, 2021 - par.nsf.gov
The controller area network (CAN) is a high-value asset to defend and attack in automobiles.
The bus-off attack exploits CAN's fault confinement to force a victim electronic control unit …

Automotive intrusion detection based on constant can message frequencies across vehicle driving modes

C Young, H Olufowobi, G Bloom… - Proceedings of the ACM …, 2019 - dl.acm.org
The modern automobile relies on numerous electronic control units communicating over the
de facto standard of the controller area network (CAN) bus. This communication network …

Time-based can intrusion detection benchmark

DH Blevins, P Moriano, RA Bridges, ME Verma… - arXiv preprint arXiv …, 2021 - arxiv.org
Modern vehicles are complex cyber-physical systems made of hundreds of electronic control
units (ECUs) that communicate over controller area networks (CANs). This inherited …

Vulnerability of controller area network to schedule-based attacks

S Hounsinou, M Stidd, U Ezeobi… - 2021 IEEE Real …, 2021 - ieeexplore.ieee.org
The secure functioning of automotive systems is vital to the safety of their passengers and
other roadway users. One of the critical functions for safety is the controller area network …

A framework for consistent and repeatable controller area network ids evaluation

P Agbaje, A Anjum, A Mitra, G Bloom… - … Workshop on Automotive …, 2022 - par.nsf.gov
The landscape of automotive vehicle attack surfaces continues to grow, and vulnerabilities
in the controller area network (CAN) expose vehicles to cyber-physical risks and attacks that …

[HTML][HTML] CANGuard: An Enhanced Approach to the Detection of Anomalies in CAN-Enabled Vehicles

D Oladimeji, R Jinad, A Rasheed, M Baza - Sensors, 2025 - mdpi.com
As modern vehicles continue to evolve, advanced technologies are integrated to enhance
the driving experience. A key enabler of this advancement is the Controller Area Network …

车联网安全防护技术综述

陈滏媛, 董振江, 董建阔, 徐敏杰 - 电信科学, 2023 - infocomm-journal.com
车路云协同的车联网体系已经逐步上升为国家战略, 车联网安全关系到行车安全,
生命财产安全甚至国家安全, 正日益成为行业研究热点. 首先介绍了车联网技术架构与安全行业 …

A secure and efficient multi-dimensional perception data aggregation in vehicular ad hoc networks

R Yang, G Dong - IEEE Access, 2024 - ieeexplore.ieee.org
In vehicular ad hoc networks (VANETs), data aggregation is pivotal as it consolidates data
from multiple vehicles for further analysis. Malicious users may launch attacks during the …