In-vehicle communication cyber security: challenges and solutions

RS Rathore, C Hewage, O Kaiwartya, J Lloret - Sensors, 2022 - mdpi.com
In-vehicle communication has become an integral part of today's driving environment
considering the growing add-ons of sensor-centric communication and computing devices …

Security on in-vehicle communication protocols: Issues, challenges, and future research directions

A Martínez-Cruz, KA Ramírez-Gutiérrez… - Computer …, 2021 - Elsevier
The automotive industry has represented an important sector of industrial development
worldwide. With technology growth, vehicles have been equipped with various devices that …

Rec-CNN: In-vehicle networks intrusion detection using convolutional neural networks trained on recurrence plots

AK Desta, S Ohira, I Arai, K Fujikawa - Vehicular Communications, 2022 - Elsevier
A controller area network (CAN) is a communication protocol for in-vehicle networks.
Communication between electronic control units (ECUs) is facilitated by the CAN bus. This …

Reinforcement learning-based physical-layer authentication for controller area networks

L Xiao, X Lu, T Xu, W Zhuang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In controller area networks (CANs), electronic control units (ECUs) such as telematics ECUs
and on-board diagnostic ports must protect the message exchange from spoofing attacks. In …

A survey of local differential privacy for securing internet of vehicles

P Zhao, G Zhang, S Wan, G Liu, T Umer - The Journal of Supercomputing, 2020 - Springer
Internet of connected vehicles (IoV) are expected to enable intelligent traffic management,
intelligent dynamic information services, intelligent vehicle control, etc. However, vehicles' …

[HTML][HTML] An authentication and secure communication scheme for in-vehicle networks based on SOME/IP

B Ma, S Yang, Z Zuo, B Zou, Y Cao, X Yan, S Zhou, J Li - Sensors, 2022 - mdpi.com
The rapid development of intelligent networked vehicles (ICVs) has brought many positive
effects. Unfortunately, connecting to the outside exposes ICVs to security threats. Using …

[HTML][HTML] Mutual authentication of nodes using session token with fingerprint and MAC address validation

AK Bairwa, S Joshi - Egyptian Informatics Journal, 2021 - Elsevier
Security has become an important issue during communication among mobile nodes in an
unfavorable condition. The mobile node's property is dynamic, so it isn't easy to manage …

A reinforcement learning approach for global navigation satellite system spoofing attack detection in autonomous vehicles

S Dasgupta, T Ghosh… - Transportation research …, 2022 - journals.sagepub.com
A resilient positioning, navigation, and timing (PNT) system is a necessity for the robust
navigation of autonomous vehicles (AVs). A global navigation satellite system (GNSS) …

A cyber security evaluation framework for in-vehicle electrical control units

H Zhang, Y Pan, Z Lu, J Wang, Z Liu - IEEE Access, 2021 - ieeexplore.ieee.org
Modern vehicles are equipped with more than 100 Electrical Control Units (ECUs) with over
2500 signals to transmit internally. The application of advanced electronics and …

Toward achieving fine-grained access control of data in connected and autonomous vehicles

J Cui, X Chen, J Zhang, Q Zhang… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
A connected and autonomous vehicle (CAV) is often fitted with a large number of onboard
sensors and applications to support autonomous driving functions. Based on the current …