Ai-based intrusion detection systems for in-vehicle networks: A survey

S Rajapaksha, H Kalutarage, MO Al-Kadri… - ACM Computing …, 2023 - dl.acm.org
The Controller Area Network (CAN) is the most widely used in-vehicle communication
protocol, which still lacks the implementation of suitable security mechanisms such as …

[HTML][HTML] 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 …

[HTML][HTML] Demystifying in-vehicle intrusion detection systems: A survey of surveys and a meta-taxonomy

G Karopoulos, G Kambourakis, E Chatzoglou… - Electronics, 2022 - mdpi.com
Breaches in the cyberspace due to cyber-physical attacks can harm the physical space, and
any type of vehicle is an alluring target for wrongdoers for an assortment of reasons …

Security assessment of in-vehicle communication protocols

A Anwar, A Anwar, L Moukahal, M Zulkernine - Vehicular Communications, 2023 - Elsevier
As the automotive industry has progressed in recent years, in-vehicle networks have also
changed. In contrast to traditional vehicles, modern vehicles communicate through …

A novel detection approach of unknown cyber-attacks for intra-vehicle networks using recurrence plots and neural networks

OY Al-Jarrah, K El Haloui, M Dianati… - IEEE Open Journal of …, 2023 - ieeexplore.ieee.org
Proliferation of connected services in modern vehicles could make them vulnerable to a
wide range of cyber-attacks through intra-vehicle networks that connect various vehicle …

Highly accurate clock synchronization with drift correction for the controller area network

M Akpınar, EG Schmidt… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Modern vehicles, that have to be considered as safety-critical cyber-physical systems,
require highly accurate clock synchronization (CS) among their distributed computing …

Multi-order feature interaction-aware intrusion detection scheme for ensuring cyber security of intelligent connected vehicles

W Gong, S Yang, H Guang, B Ma, B Zheng… - … Applications of Artificial …, 2024 - Elsevier
The evolution of technology has raised concerns regarding cybersecurity for intelligent
connected vehicles (ICVs). In-vehicle network in ICVs lacks robust protection mechanisms …

Weak TDMA for the Deterministic Medium Access on the Controller Area Network

M Akpınar, EG Schmidt… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
This paper proposes weak TDMA (WTDMA) as a new method for slotted medium access on
the controller area network (CAN). Different from TDMA, WTDMA does not require guard …

Predictable Timestamping for the Controller Area Network: Evaluation and Effect on Clock Synchronization Accuracy

M Akpınar, KW Schmidt - IEEE Transactions on Systems, Man …, 2023 - ieeexplore.ieee.org
Accurate timestamps are important for clock synchronization (CS) and cyber-security on the
controller area network (CAN). This article proposes a new predictable timestamping (TS) …

[PDF][PDF] GAN model using field fuzz mutation for in-vehicle CAN bus intrusion detection

Z Li, W Jiang, X Liu, K Tan, X Jin… - Mathematical Biosciences …, 2022 - aimspress.com
Controller area network (CAN) are widely used in smart vehicles to realize information
interactions between electronic control units and other devices in vehicles. Owing to an …