Misbehavior detection in connected vehicles using BurST-ADMA dataset

GO Anyanwu, CI Nwakanma, JH Kim… - … on Information and …, 2022 - ieeexplore.ieee.org
The reliability and security of information within and between connected vehicles is now a
burning research issue. Connected vehicle security is of utmost importance to military, civil …

[HTML][HTML] Novel hyper-tuned ensemble random forest algorithm for the detection of false basic safety messages in internet of vehicles

GO Anyanwu, CI Nwakanma, JM Lee, DS Kim - ICT Express, 2023 - Elsevier
Detection of nodes disseminating false data is a prerequisite for effective deployment of
Internet of Vehicles (IoV) services. This work proposed a novel hyper-tuned ensemble …

Anomaly detection for connected autonomous vehicles using LSTM and Gaussian naïve Bayes

P Mansourian, N Zhang, A Jaekel… - … Conference on Wireless …, 2023 - Springer
In the foreseen future, connected autonomous vehicles (CAVs) are expected to improve
driving safety and experience considerably; however, cybersecurity remains a critical issue …

Robust misbehavior detection scheme for vehicular network

M Alzahrani, MY Idris, FA Ghaleb… - … Conference on Data …, 2021 - ieeexplore.ieee.org
Vehicular Ad Hoc Network VANET is emerged to improve future Intelligence Transportation
Systems (ITS) and improve road safety and traffic efficiency as well as provide passenger …

A multi-objective model for misbehavior detection in iov

J Huang, J Lv, Z Zhou, S Gyawali… - GLOBECOM 2022-2022 …, 2022 - ieeexplore.ieee.org
As the key element of the Intelligent Transportation System, Internet of Vehicles (IoV) is
expected to reduce the traffic congestion and improve the road safety. For road safety …

An Improved Robust Misbehavior Detection Scheme for Vehicular Ad Hoc Network

M Alzahrani, MY Idris, FA Ghaleb, R Budiarto - IEEE Access, 2022 - ieeexplore.ieee.org
Vehicular Ad Hoc Networks (VANETs) have emerged to improve road safety and traffic
efficiency and provide passengers comfort. Most VANET applications rely on the …

[PDF][PDF] Stacking Ensemble Models for Misbehavior Detection in Vehicular Networks

SD Fabiyi, OE Ajibuwa - Proceedings of 7th International …, 2023 - eprints.whiterose.ac.uk
Ensuring the safety and reliability of autonomous driving and vehicle-to-vehicle (V2V)
communication in vehicular ad hoc networks (VANETs) requires effective misbehavior …

An Amalgamated Novel IDS Model for Misbehaviour Detection using VeReMiNet

S Saudagar, R Ranawat - Computer Standards & Interfaces, 2024 - Elsevier
Vehicle ad hoc networks (VANETs) are gaining popularity because they can potentially
increase traffic efficiency with road safety in cooperative intelligent transport systems (C-ITS) …

IBMDA: information based misbehavior detection algorithm for VANET

D Singh, RS Yadav - Journal of High Speed Networks, 2020 - content.iospress.com
The safety event information sharing among the vehicles in motion is the primary goal to
design the vehicular ad hoc network (VANET). The shared safety event information assists …

Comparative study of misbehavior detection system for classifying misbehaviors on VANET

O Slama, B Alaya, S Zidi… - 2022 8th International …, 2022 - ieeexplore.ieee.org
The purpose of the research on Vehicular Ad hoc NETwork (VANET) is to improve road
safety, provide passenger comfort, and prevent accidents. Messages sent through VANETs …