Federated Learning-based Misbehaviour detection on an emergency message dissemination scenario for the 6G-enabled Internet of Vehicles
LJ Vinita, V Vetriselvi - Ad Hoc Networks, 2023 - Elsevier
With the 6G-enabled Internet of Vehicles (IoV), the Intelligent Transportation System (ITS)
uses new communication technologies and smart data analysis to make transportation …
uses new communication technologies and smart data analysis to make transportation …
Federated Learning-Based Misbehaviour Detection for the 5G-Enabled Internet of Vehicles
The concept of federated learning (FL) is becoming increasingly popular as a method for
training collaborative models without loss the sensitive information. The term has become …
training collaborative models without loss the sensitive information. The term has become …
Reinforcement learning based misbehavior detection in vehicular networks
R Sedar, C Kalalas, F Vázquez-Gallego… - ICC 2022-IEEE …, 2022 - ieeexplore.ieee.org
Vehicle-to-everything (V2X) communication is contributing towards the realization of
futuristic vehicular networks such as Internet-of-Vehicles (IoV). The IoV is expected to usher …
futuristic vehicular networks such as Internet-of-Vehicles (IoV). The IoV is expected to usher …
A machine-learning-based data-centric misbehavior detection model for internet of vehicles
P Sharma, H Liu - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
The Internet of Things (IoT) boosts road safety, efficiency, and infotainment by connecting
vehicles to form the Internet of Vehicles (IoV). Specifically to safety, IoV complements …
vehicles to form the Internet of Vehicles (IoV). Specifically to safety, IoV complements …
Misbehavior detection in vehicular ad hoc networks based on privacy-preserving federated learning and blockchain
P Lv, L Xie, J Xu, X Wu, T Li - IEEE Transactions on Network …, 2022 - ieeexplore.ieee.org
As an irreversible trend, connected vehicles have become increasingly more popular. They
depend on the generation and sharing of data between vehicles to improve safety and …
depend on the generation and sharing of data between vehicles to improve safety and …
Secure attack detection framework for hierarchical 6G-enabled internet of vehicles
H Sedjelmaci, N Kaaniche… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The Sixth Generation Heterogeneous Network (6G HetNet) is a global interconnected
system that serves a myriad variety of applications and services across multiple domains …
system that serves a myriad variety of applications and services across multiple domains …
Misbehavior-aware on-demand collaborative intrusion detection system using distributed ensemble learning for VANET
Vehicular ad hoc networks (VANETs) play an important role as enabling technology for
future cooperative intelligent transportation systems (CITSs). Vehicles in VANETs share real …
future cooperative intelligent transportation systems (CITSs). Vehicles in VANETs share real …
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 …
Blockchain-Enabled Federated Learning for Enhanced Collaborative Intrusion Detection in Vehicular Edge Computing
Z Abou El Houda, H Moudoud, B Brik… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Intelligent Transportation Systems (ITSs) are transforming the global monitoring of road
safety. These systems, including vehicular networks and transportation infrastructure, are …
safety. These systems, including vehicular networks and transportation infrastructure, are …
Blockchain and federated learning for collaborative intrusion detection in vehicular edge computing
H Liu, S Zhang, P Zhang, X Zhou… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
The vehicular networks constructed by interconnected vehicles and transportation
infrastructure are vulnerable to cyber-intrusions due to the expanded use of software and the …
infrastructure are vulnerable to cyber-intrusions due to the expanded use of software and the …