Malicious node detection in vehicular ad-hoc network using machine learning and deep learning

E Eziama, K Tepe, A Balador… - 2018 IEEE …, 2018 - ieeexplore.ieee.org
Vehicular Ad hoc Networks (VANETs) provide effective vehicular operation for safety as well
as greener and more efficient communication of vehicles in the Dedicated Short Range …

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 …

Machine learning based trust model for misbehaviour detection in internet-of-vehicles

SA Siddiqui, A Mahmood, WE Zhang… - … Conference, ICONIP 2019 …, 2019 - Springer
The recent state-of-the-art advancements in vehicular ad hoc networks (VANETs) have led
to the emergence and rapid proliferation of the promising notion of the Internet-of-Vehicles …

Collaborative-trust approach toward malicious node detection in vehicular ad hoc networks

S Sultan, Q Javaid, AJ Malik, F Al-Turjman… - Environment …, 2022 - Springer
Malicious node detection in vehicular ad hoc network (VANET) has always been a research
hot spot. An efficient misbehavior detection scheme is needed to avoid and reduce the factor …

An optimized deep learning-based trust mechanism In VANET for selfish node detection

N Jyothi, R Patil - International Journal of Pervasive Computing and …, 2021 - emerald.com
Purpose This study aims to develop a trust mechanism in a Vehicular ad hoc Network
(VANET) based on an optimized deep learning for selfish node detection …

Malicious node detection in vehicular ad-hoc network (vanet) using enhanced beacon trust management with clustering protocol (ebtm-cp)

C Gupta, L Singh, R Tiwari - Wireless Personal Communications, 2023 - Springer
Vehicular ad hoc networks (VANETs) are susceptible to information threat, wherein an
aggressor aims to pose duplicate information or reprise the present information. Every …

MARINE: Man-in-the-middle attack resistant trust model in connected vehicles

F Ahmad, F Kurugollu, A Adnane… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
Vehicular ad hoc network (VANET), a novel technology, holds a paramount importance
within the transportation domain due to its abilities to increase traffic efficiency and safety …

A trust based model (TBM) to detect rogue nodes in vehicular ad-hoc networks (VANETS)

KN Tripathi, SC Sharma - … Journal of System Assurance Engineering and …, 2020 - Springer
Due to the exponential growth in the automobile industry, we need intelligence
transportation system. Vehicular ad-hoc network (VANET), a part of the intelligence …

Detection of position falsification attacks in VANETs applying trust model and machine learning

J Montenegro, C Iza, M Aguilar Igartua - … of the 17th ACM symposium on …, 2020 - dl.acm.org
Vehicular ad hoc networks (VANETs) are relatively new networks that focus on intelligent
transportation systems (ITS). The interest in this kind of networks lies in the promising …

Vehicular ad-hoc network: An overview

S Sharma - 2019 International Conference on Computing …, 2019 - ieeexplore.ieee.org
Vehicular Ad-hoc Networks (VANETs) helps in making smart vehicles by establishing
communication network between vehicles or vehicle and Road Side Units (RSUs) …