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 …
Machine learning for security in vehicular networks: A comprehensive survey
A Talpur, M Gurusamy - IEEE Communications Surveys & …, 2021 - ieeexplore.ieee.org
Machine Learning (ML) has emerged as an attractive and viable technique to provide
effective solutions for a wide range of application domains. An important application domain …
effective solutions for a wide range of application domains. An important application domain …
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 for position falsification attacks in VANETs using machine learning
Cooperative Intelligent Transport Systems (C-ITS) is an advanced technology for road safety
and traffic efficiency over Vehicular Ad Hoc Networks (VANETs) allowing vehicles to …
and traffic efficiency over Vehicular Ad Hoc Networks (VANETs) allowing vehicles to …
A survey on the current security landscape of intelligent transportation systems
With the proliferation of embedded technologies and wireless capabilities, today's vehicles
are no longer isolated mechanical machines. They become part of a hyper-connected …
are no longer isolated mechanical machines. They become part of a hyper-connected …
Machine-learning-assisted security and privacy provisioning for edge computing: A survey
S Singh, R Sulthana, T Shewale… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
Edge computing (EC), is a technological game changer that has the ability to connect
millions of sensors and provide services at the device end. The broad vision of EC integrates …
millions of sensors and provide services at the device end. The broad vision of EC integrates …
Simulation framework for misbehavior detection in vehicular networks
Cooperative Intelligent Transport Systems (C-ITS) is an ongoing technology that will change
our driving experience in the near future. In such systems, vehicles and Road-Side Unit …
our driving experience in the near future. In such systems, vehicles and Road-Side Unit …
Privacy preserving misbehavior detection in IoV using federated machine learning
Data falsification attack in Vehicular Ad hoc Networks (VANET) for the Internet of Vehicles
(IoV) is achieved by corrupting the data exchanged between nodes with false information …
(IoV) is achieved by corrupting the data exchanged between nodes with false information …
[HTML][HTML] A review of the use of artificial intelligence methods in infrastructure systems
L McMillan, L Varga - Engineering Applications of Artificial Intelligence, 2022 - Elsevier
The artificial intelligence (AI) revolution offers significant opportunities to capitalise on the
growth of digitalisation and has the potential to enable the 'system of systems' approach …
growth of digitalisation and has the potential to enable the 'system of systems' approach …
Veremi extension: A dataset for comparable evaluation of misbehavior detection in vanets
J Kamel, M Wolf, RW Van Der Hei… - ICC 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
Cooperative Intelligent Transport Systems (C-ITS) is a new upcoming technology that aims
at increasing road safety and reducing traffic accidents. C-ITS is based on peer-to-peer …
at increasing road safety and reducing traffic accidents. C-ITS is based on peer-to-peer …