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 …

[HTML][HTML] A systematic review on hybrid intrusion detection system

EM Maseno, Z Wang, H Xing - Security and Communication …, 2022 - hindawi.com
As computer networks keep growing at a high rate, achieving confidentiality, integrity, and
availability of the information system is essential. Intrusion detection systems (IDSs) have …

Optimization of RBF-SVM kernel using grid search algorithm for DDoS attack detection in SDN-based VANET

GO Anyanwu, CI Nwakanma, JM Lee… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
The dynamic nature of the vehicular space exposes it to distributed malicious attacks
irrespective of the integration of enabling technologies. The software-defined network (SDN) …

[HTML][HTML] FSCB-IDS: Feature selection and minority class balancing for attacks detection in VANETS

S Amaouche, A Guezzaz, S Benkirane, M Azrour… - Applied sciences, 2023 - mdpi.com
Vehicular ad hoc networks (VANETs) are used for vehicle to vehicle (V2V) and vehicle to
infrastructure (V2I) communications. They are a special type of mobile ad hoc networks …

[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 …

[HTML][HTML] Intruder detection in VANET data streams using federated learning for smart city environments

M Arya, H Sastry, BK Dewangan, MKI Rahmani… - Electronics, 2023 - mdpi.com
Vehicular networks improve quality of life, security, and safety, making them crucial to smart
city development. With the rapid advancement of intelligent vehicles, the confidentiality and …

[PDF][PDF] Detection of Sybil attack in vehicular ad hoc networks by analyzing network performance

NK Chaubey, D Yadav - International Journal of Electrical and …, 2022 - academia.edu
Vehicular ad hoc network (VANET) is an emerging technology which can be very helpful for
providing safety and security as well as for intelligent transportation services. But due to …

A reliability estimation framework for cognitive radio V2V communications and an ANN-based model for automating estimations

S Bahramnejad, N Movahhedinia - Computing, 2022 - Springer
Abstract Vehicular Ad-hoc Networks (VANETs) are an evolving technology in the
transportation industry. Reliability is a critical issues in vehicular communications to ensure …

Classification of Distributed Denial of Service Attacks in VANET: A Survey

K Vamshi Krishna, K Ganesh Reddy - Wireless Personal Communications, 2023 - Springer
Vehicular ad hoc network (VANET) is a self-organizing network established to provide
wireless communication between vehicles where information plays an important role in …

Comprehensive systematic review of intelligent approaches in UAV-based intrusion detection, blockchain, and network security

AB Mohammed, LC Fourati, AM Fakhrudeen - Computer Networks, 2023 - Elsevier
Abstract Unmanned Aerial Vehicles (UAVs) have evolved into a pivotal component of
electronic devices deployed across a diverse array of sectors and industries in recent years …