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 …
accelerated deploying Connected and Automated Vehicles (CAVs). Integrating V2X with 5G …
A comprehensive survey of the key technologies and challenges surrounding vehicular ad hoc networks
Vehicular ad hoc networks (VANETs) and the services they support are an essential part of
intelligent transportation. Through physical technologies, applications, protocols, and …
intelligent transportation. Through physical technologies, applications, protocols, and …
Collaborative learning based sybil attack detection in vehicular ad-hoc networks (vanets)
Vehicular Ad-hoc network (VANET) is an imminent technology having both exciting
prospects and substantial challenges, especially in terms of security. Due to its distributed …
prospects and substantial challenges, especially in terms of security. Due to its distributed …
Security in edge-centric intelligent internet of vehicles: Issues and remedies
Propelled by the growth of automotive industry, and the ubiquity of smart sensors, intelligent
transport systems such as the Internet of Vehicles (IoV) have seen significant research …
transport systems such as the Internet of Vehicles (IoV) have seen significant research …
Federated learning-based scheme for detecting passive mobile attackers in 5G vehicular edge computing
A Boualouache, T Engel - Annals of Telecommunications, 2022 - Springer
Detecting passive attacks is always considered difficult in vehicular networks. Passive
attackers can eavesdrop on the wireless medium to collect beacons. These beacons can be …
attackers can eavesdrop on the wireless medium to collect beacons. These beacons can be …
Sybil attack detection and secure data transmission in VANET using CMEHA-DNN and MD5-ECC
Vehicular ad-hoc networks (VANET) technology, which is an open-access network, renders
a quick, simple to deploy, and cheap solution for intelligent traffic control as well as traffic …
a quick, simple to deploy, and cheap solution for intelligent traffic control as well as traffic …
[PDF][PDF] Machine learning approach of hybrid KSVN algorithm to detect DDoS attack in VANET
Most of the self-driving vehicles are suspect of the of the different types attacks due to its
communication pattern and changing network topology characteristics, these types of …
communication pattern and changing network topology characteristics, these types of …
Detection method to eliminate Sybil attacks in Vehicular Ad-hoc Networks
Z Zhang, Y Lai, Y Chen, J Wei, Y Wang - Ad Hoc Networks, 2023 - Elsevier
A Sybil attack is caused by a malicious vehicle node stealing fake identities and
continuously generating fake vehicles on the road to create the illusion of congestion, which …
continuously generating fake vehicles on the road to create the illusion of congestion, which …
An optimisation driven deep residual network for Sybil attack detection with reputation and trust-based misbehaviour detection in VANET
NC Velayudhan, A Anitha… - Journal of Experimental & …, 2022 - Taylor & Francis
ABSTRACT Vehicular Ad hoc Network (VANET) has recently gained significant attention as
a means of enhancing the mobility, efficiency, and safety of applications in the intelligent …
a means of enhancing the mobility, efficiency, and safety of applications in the intelligent …
Secure vehicular platoon management against sybil attacks
The capacity of highways has been an ever-present constraint in the 21st century, bringing
about the issue of safety with greater likelihoods of traffic accidents occurring. Furthermore …
about the issue of safety with greater likelihoods of traffic accidents occurring. Furthermore …