A survey on machine learning-based misbehavior detection systems for 5g and beyond vehicular networks

A Boualouache, T Engel - IEEE Communications Surveys & …, 2023 - ieeexplore.ieee.org
Advances in Vehicle-to-Everything (V2X) technology and onboard sensors have significantly
accelerated deploying Connected and Automated Vehicles (CAVs). Integrating V2X with 5G …

A survey of trust management in the Internet of Vehicles

A Hbaieb, S Ayed, L Chaari - Computer Networks, 2022 - Elsevier
In recent years, the emergence of the Internet of Vehicles (IoV) aims to enhance the users'
quality of experience through proposing more sophisticated services ranging from …

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 …

Intelligent misbehavior detection system for detecting false position attacks in vehicular networks

F Hawlader, A Boualouache, S Faye… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Position falsification attacks are one of the most dangerous internal attacks in vehicular
networks. Several Machine Learning-based Misbehavior Detection Systems (ML-based …

Exploiting machine learning and deep learning models for misbehavior detection in VANET

R Sultana, J Grover, J Meghwal… - International Journal of …, 2022 - Taylor & Francis
There is an unprecedented proliferation of vehicular traffic data as the number of
interconnected vehicles has increased in Vehicular Ad Hoc Networks (VANET) scenario to …

A novel framework for misbehavior detection in SDN-based VANET

R Sultana, J Grover, M Tripathi - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
Vehicular Ad Hoc Networks (VANET) enables the communication between vehicles and
Road Side Units (RSU) to execute numerous safety and non-safety applications. Insider …

Intelligent defense strategies: Comprehensive attack detection in VANET with deep reinforcement learning

R Sultana, J Grover, M Tripathi - Pervasive and Mobile Computing, 2024 - Elsevier
Abstract Vehicular Ad Hoc Network (VANET) facilitates the exchange of vehicular
information through Vehicle-to-Vehicle (V2V) communication, contributing to Cooperative …

Dynamic selfish node detection with link quality consideration in vehicular networks

A Shan, X Fan, C Wu, X Zhang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
With the emergence of various applications in intelligent transportation systems (ITS), the
cooperative communication among the nodes on roads is becoming more and more …

Jellyfish Search Chimp Optimization Enabled Routing and Attack Detection in SDN based VANETs

U Kaur, AN Mahajan, S Kumar, K Dutta - Wireless Personal …, 2024 - Springer
Abstract In recent times, Vehicular Ad hoc Network (VANET) has been the focal point of the
research community to devise efficient smart transportation systems. VANET provides the …

[PDF][PDF] Trust Based Management for V2X

A Hbaieb - 2024 - theses.fr
Abstract The Internet of Vehicles (IoV) opens up new requirements regarding security,
privacy, and trust provisioning. This raises the research question of how trust may be …