[HTML][HTML] Machine learning technologies for secure vehicular communication in internet of vehicles: recent advances and applications

ES Ali, MK Hasan, R Hassan, RA Saeed… - Security and …, 2021 - hindawi.com
Recently, interest in Internet of Vehicles'(IoV) technologies has significantly emerged due to
the substantial development in the smart automobile industries. Internet of Vehicles' …

A comprehensive survey of v2x cybersecurity mechanisms and future research paths

R Sedar, C Kalalas, F Vázquez-Gallego… - IEEE Open Journal …, 2023 - ieeexplore.ieee.org
Recent advancements in vehicle-to-everything (V2X) communication have notably improved
existing transport systems by enabling increased connectivity and driving autonomy levels …

A collaborative V2X data correction method for road safety

L Zhao, H Chai, Y Han, K Yu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Driving safety is one of the most important points to concern on the road. Vehicles constantly
generate messages under vehicle-to-everything (V2X) assisted driving. Especially, in dense …

Misbehavior detection for position falsification attacks in VANETs using machine learning

S Ercan, M Ayaida, N Messai - IEEE Access, 2021 - ieeexplore.ieee.org
Cooperative Intelligent Transport Systems (C-ITS) is an advanced technology for road safety
and traffic efficiency over Vehicular Ad Hoc Networks (VANETs) allowing vehicles to …

Veremi extension: A dataset for comparable evaluation of misbehavior detection in vanets

J Kamel, M Wolf, RW Van Der Hei… - ICC 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
Cooperative Intelligent Transport Systems (C-ITS) is a new upcoming technology that aims
at increasing road safety and reducing traffic accidents. C-ITS is based on peer-to-peer …

A data-driven method for falsified vehicle trajectory identification by anomaly detection

SE Huang, Y Feng, HX Liu - Transportation research part C: emerging …, 2021 - Elsevier
The vehicle-to-infrastructure (V2I) communications enable a wide range of new applications,
which bring prominent benefits to the transportation system. However, malicious attackers …

RSU-based online intrusion detection and mitigation for VANET

A Haydari, Y Yilmaz - Sensors, 2022 - mdpi.com
Secure vehicular communication is a critical factor for secure traffic management. Effective
security in intelligent transportation systems (ITS) requires effective and timely intrusion …

A survey on misbehavior detection for connected and autonomous vehicles

ML Bouchouia, H Labiod, O Jelassi… - Vehicular …, 2023 - Elsevier
Connected and autonomous vehicles have recently emerged as promising technological
solutions to optimize traffic congestion, prevent accidents, and enhance driving safety and …

A taxonomy and analysis of misbehaviour detection in cooperative intelligent transport systems: a systematic review

MA Amanullah, SW Loke, M Baruwal Chhetri… - ACM Computing …, 2023 - dl.acm.org
Cooperative Intelligent Transport Systems (C-ITS) is one of the proposed solutions to
improve the safety and efficiency of road transport. However, C-ITS is prone to …

[HTML][HTML] Comprehensive review on misbehavior detection for vehicular ad hoc networks

X Xu, Y Wang, P Wang - Journal of Advanced Transportation, 2022 - hindawi.com
Vehicular ad hoc networks (VANETs) can increase road safety and comfort. It needs strong
demand for security because the data sent in VANETs influence vehicles' behavior. Existing …