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 …

Trustworthy routing in VANET: a Q-learning approach to protect against black hole and gray hole attacks

EM Mianji, GM Muntean, I Tal - 2023 IEEE 97th Vehicular …, 2023 - ieeexplore.ieee.org
Vehicular Ad-Hoc Networks (VANETs) are very promising in the context of intelligent
transportation systems. VANETs are vulnerable to various types of attacks, including black …

Cybersecurity on connected and automated transportation systems: A survey

A Abdo, H Chen, X Zhao, G Wu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Connected and automated vehicles (CAVs) provide various valuable and advanced
services to manufacturers, owners, mobility service providers, and transportation authorities …

ANN-Based Intelligent Secure Routing Protocol in Vehicular Ad Hoc Networks (VANETs) Using Enhanced AODV

M ul Hassan, AA Al-Awady, A Ali, Sifatullah, M Akram… - Sensors, 2024 - mdpi.com
A vehicular ad hoc network (VANET) is a sophisticated wireless communication
infrastructure incorporating centralized and decentralized control mechanisms, orchestrating …

Machine Learning Use-Cases in C-ITS Applications

N Bereczki, V Simon - INFOCOMMUNICATIONS JOURNAL, 2023 - real.mtak.hu
In recent years, the development of Cooperative Intelligent Transportation Systems (C-ITS)
have witnessed significant growth thus improving the smart transportation concept. The …

A Review on Machine Learning Techniques Used in VANET and FANET Networks

S Muti, EE Ülkü - Bilecik Şeyh Edebali Üniversitesi Fen Bilimleri …, 2022 - dergipark.org.tr
The widespread use of the Internet and the increase in the number and variety of devices
connected to the internet have led to the emergence of new methods in wireless …

Machine Learning-Based Malicious Vehicle Detection for Security Threats and Attacks in Vehicle Ad-Hoc Network (VANET) Communications

TN Canh, X HoangVan - 2023 RIVF International Conference …, 2023 - ieeexplore.ieee.org
With the rapid growth of Vehicle Ad-hoc Network (VANET) as a promising technology for
efficient and reliable communication among vehicles and infrastructure, the security and …

Blackhole Attack Detection and Analysis of Routing Protocol in the Context of Internet of Vehicles

T Meshram, M Dasgupta - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Vehicles, sensors, and communication technology make up the Internet of Vehicles (IoV). Its
main function is to allow vehicles to communicate seamlessly. Connectivity between all …

[PDF][PDF] Cooperative and Decentralized Defense in Autonomous Vehicle Networks

A Anwar - 2023 - qspace.library.queensu.ca
In the era of the transportation revolution, the emergence of Autonomous Vehicle Networks
(AVNs) represents a remarkable feat of technological sophistication. It embodies a …