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Federated learning for connected and automated vehicles: A survey of existing approaches and challenges
Machine learning (ML) is widely used for key tasks in Connected and Automated Vehicles
(CAV), including perception, planning, and control. However, its reliance on vehicular data …
(CAV), including perception, planning, and control. However, its reliance on vehicular data …
Explainable artificial intelligence (XAI) for intrusion detection and mitigation in intelligent connected vehicles: A review
The potential for an intelligent transportation system (ITS) has been made possible by the
growth of the Internet of things (IoT) and artificial intelligence (AI), resulting in the integration …
growth of the Internet of things (IoT) and artificial intelligence (AI), resulting in the integration …
A comprehensive survey of v2x cybersecurity mechanisms and future research paths
Recent advancements in vehicle-to-everything (V2X) communication have notably improved
existing transport systems by enabling increased connectivity and driving autonomy levels …
existing transport systems by enabling increased connectivity and driving autonomy levels …
Security issues in Internet of Vehicles (IoV): A comprehensive survey
Nowadays, connected vehicles have a major role in enhancing the driving experience.
Connected vehicles in the network share their knowledge with the help of the network …
Connected vehicles in the network share their knowledge with the help of the network …
A survey on machine learning-based misbehavior detection systems for 5g and beyond vehicular networks
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 …
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 …
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 …
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 …
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 …
Survey on misbehavior detection in cooperative intelligent transportation systems
Cooperative intelligent transportation systems (cITS) are a promising technology to enhance
driving safety and efficiency. Vehicles communicate wirelessly with other vehicles and …
driving safety and efficiency. Vehicles communicate wirelessly with other vehicles and …