[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 …

Anomaly detection for in-vehicle network using CNN-LSTM with attention mechanism

H Sun, M Chen, J Weng, Z Liu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
With the increasing connectivity between the Electronic Control Units (ECUs) and the
outside world, safety and security have become stringent problems. The Controller Area …

An overview of vehicular cybersecurity for intelligent connected vehicles

T Guan, Y Han, N Kang, N Tang, X Chen, S Wang - Sustainability, 2022 - mdpi.com
Cybersecurity is one of the most important challenges in the intelligent connected vehicle
system. Interconnected vehicles are vulnerable to different network security attacks, which …

An efficient intrusion prevention system for CAN: Hindering cyber-attacks with a low-cost platform

PF De Araujo-Filho, AJ Pinheiro, G Kaddoum… - IEEE …, 2021 - ieeexplore.ieee.org
The controller area network (CAN), which is still today the most used in-vehicle network,
does not provide any security or authentication mechanism by design. Since current …

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 …

CANShield: Deep Learning-Based Intrusion Detection Framework for Controller Area Networks at the Signal-Level

MH Shahriar, Y **CAN: 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 …

Real-time security warning and ECU identification for in-vehicle networks

H Wei, Q Ai, W Zhao, Y Zhang - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
Vehicle intelligence and networking have manifested the significance of the embedded
controller area network (CAN) bus. However, the lack of message encryption and identity …