Big data algorithms and applications in intelligent transportation system: A review and bibliometric analysis

S Kaffash, AT Nguyen, J Zhu - International journal of production economics, 2021 - Elsevier
The volume and availability of data in the Intelligent Transportation System (ITS) result in the
need for data-driven approaches. Big Data algorithms are applied to further enhance the …

In-vehicle communication cyber security: challenges and solutions

RS Rathore, C Hewage, O Kaiwartya, J Lloret - Sensors, 2022 - mdpi.com
In-vehicle communication has become an integral part of today's driving environment
considering the growing add-ons of sensor-centric communication and computing devices …

Survey on artificial intelligence (AI) techniques for vehicular ad-hoc networks (VANETs)

A Mchergui, T Moulahi, S Zeadally - Vehicular Communications, 2022 - Elsevier
Advances in communications, smart transportation systems, and computer systems have
recently opened up vast possibilities of intelligent solutions for traffic safety, convenience …

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 …

Misbehavior detection for position falsification attacks in VANETs using machine learning

S Ercan, M Ayaida, N Messai - IEEE Access, 2021 - ieeexplore.ieee.org
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 …

Machine learning models and techniques for VANET based traffic management: Implementation issues and challenges

S Khatri, H Vachhani, S Shah, J Bhatia… - Peer-to-Peer Networking …, 2021 - Springer
Low latency in communication among the vehicles and RSUs, smooth traffic flow, and road
safety are the major concerns of the Intelligent Transportation Systems. Vehicular Ad hoc …

Survey on misbehavior detection in cooperative intelligent transportation systems

RW Van Der Heijden, S Dietzel… - … Surveys & Tutorials, 2018 - ieeexplore.ieee.org
Cooperative intelligent transportation systems (cITS) are a promising technology to enhance
driving safety and efficiency. Vehicles communicate wirelessly with other vehicles and …

Survey on wireless network security

R Nazir, AA Laghari, K Kumar, S David… - Archives of Computational …, 2021 - Springer
A wireless network is used to connect various wired organizational structures and provide
connectivity within the organization for employees to move freely by avoiding the hurdle of a …

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 …

A survey on misbehavior detection for connected and autonomous vehicles

ML Bouchouia, H Labiod, O Jelassi… - Vehicular …, 2023 - Elsevier
Connected and autonomous vehicles have recently emerged as promising technological
solutions to optimize traffic congestion, prevent accidents, and enhance driving safety and …