A hybrid machine learning model for intrusion detection in VANET

H Bangui, M Ge, B Buhnova - Computing, 2022 - Springer
Abstract While Vehicular Ad-hoc Network (VANET) is developed to enable effective vehicle
communication and traffic information exchange, VANET is also vulnerable to different …

A hybrid data-driven model for intrusion detection in VANET

H Bangui, M Ge, B Buhnova - Procedia Computer Science, 2021 - Elsevier
Abstract Nowadays, VANET (Vehicular Ad-hoc NETwork) has gained increasing attention
from many researchers with its various applications, such as enhancing traffic safety by …

[HTML][HTML] Intelligent intrusion detection system for VANET using machine learning and deep learning approaches

B Karthiga, D Durairaj, N Nawaz… - … and Mobile Computing, 2022 - hindawi.com
Detecting the attacks in Vehicular Ad hoc Network (VANET) system is very important to
provide more secure and reliable communication between all vehicles in the system. In this …

Senior2local: A machine learning based intrusion detection method for vanets

Y Zeng, M Qiu, Z Ming, M Liu - … 2018, Tokyo, Japan, December 10–12 …, 2018 - Springer
Abstract Vehicular Ad-hoc Network (VANET) is a heterogeneous network of resource-
constrained nodes such as smart vehicles and Road Side Units (RSUs) communicating in a …

[HTML][HTML] Classification approach for intrusion detection in vehicle systems

A Alshammari, MA Zohdy, D Debnath… - Wireless Engineering and …, 2018 - scirp.org
Vehicular ad hoc networks (VANETs) enable wireless communication among Vehicles and
Infrastructures. Connected vehicles are promising in Intelligent Transportation Systems …

A game theory based multi layered intrusion detection framework for VANET

B Subba, S Biswas, S Karmakar - Future Generation Computer Systems, 2018 - Elsevier
Abstract Vehicular Ad-hoc Networks (VANETs) are vulnerable to various type of network
attacks like Blackhole attack, Denial of Service (DoS), Sybil attack etc. Intrusion Detection …

Synthetic datasets generation for intrusion detection in VANET

V Belenko, V Krundyshev, M Kalinin - Proceedings of the 11th …, 2018 - dl.acm.org
Inter-car network--a VANET (vehicular adhoc network)--enables wireless communication
between vehicles (V2V) and vehicle-to-infrastructure (V2X). The main goal of VANET is to …

A novel Intrusion Detection System for Vehicular Ad Hoc Networks (VANETs) based on differences of traffic flow and position

J Liang, J Chen, Y Zhu, R Yu - Applied Soft Computing, 2019 - Elsevier
Vehicle ad hoc networks (VANETs) have attracted great interests from both industry and
academia, but a number of issues, particularly security, have not been readily addressed …

Intrusion detection system using machine learning for vehicular ad hoc networks based on ToN-IoT dataset

AR Gad, AA Nashat, TM Barkat - IEEE Access, 2021 - ieeexplore.ieee.org
Vehicular ad hoc networks (VANETs) are a subsystem of the proposed intelligent
transportation system (ITS) that enables vehicles to communicate over the wireless …

[HTML][HTML] An adaptive real-time malicious node detection framework using machine learning in vehicular ad-hoc networks (vanets)

K Rashid, Y Saeed, A Ali, F Jamil, R Alkanhel… - Sensors, 2023 - mdpi.com
Modern vehicle communication development is a continuous process in which cutting-edge
security systems are required. Security is a main problem in the Vehicular Ad Hoc Network …