Machine learning technologies for secure vehicular communication in internet of vehicles: recent advances and applications

ES Ali, MK Hasan, R Hassan, RA Saeed… - Security and …, 2021 - Wiley Online Library
Machine learning mechanisms are characterized by the time change and are critical … -vehicle
network scenarios. This paper aims to provide theoretical foundations for machine learning

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
vehicle-to-vehicle (V2V) communications in a smart transportation environment. The correctness
of data exchanged among vehicles is paramount to ensure vehiclesmachine learning (…

Machine learning technologies in internet of vehicles

ES Ali, MB Hassan, RA Saeed - … technologies for Internet of Vehicles, 2021 - Springer
… a brief concept about machine learning methods and … review of using ML in internet of vehicles.
The chapter reviews a brief … based and vehicles to every thing’s internet communications. …

Deep reinforcement learning based worker selection for distributed machine learning enhanced edge intelligence in internet of vehicles

J Dong, W Wu, Y Gao, X Wang… - Intelligent and Converged …, 2020 - ieeexplore.ieee.org
… In this paper, we focus on the Internet of Vehicles (IoV), … of edge intelligent services, the
Internet of Vehicles (IoV) can provide reliable internet services through Vehicle-toEverything (V2X…

Energy‐Aware Intrusion Detection Model for Internet of Vehicles Using Machine Learning Methods

L Lihua - Wireless Communications and Mobile Computing, 2022 - Wiley Online Library
… provide safety conditions for data transmission between vehicles as a V2V case study to …
machine learning method is presented to predict optimal energy consumption between vehicles

[PDF][PDF] Context and Machine Learning Based Trust Management Framework for Internet of Vehicles.

A Rehman, MF Hassan, YK Hooi… - … Materials & Continua, 2021 - cdn.techscience.cn
… VANET using machine learning. A … vehicles by machine learning and found machine
learning an effective method for vehicular network security [14]. The VANET and machine learning

Mobile edge computing and machine learning in the internet of unmanned aerial vehicles: a survey

Z Ning, H Hu, X Wang, L Guo, S Guo, G Wang… - ACM Computing …, 2023 - dl.acm.org
… , integrating Machine Learning (ML) with the Internet of … the Internet of UAVs, it is diicult for
computation as well as communication resource allocation and task scheduling in the Internet

Machine learning approach on traffic congestion monitoring system in internet of vehicles

SJ Kamble, MR Kounte - Procedia Computer Science, 2020 - Elsevier
… on vehicle trajectory. In [4] the author has presented on three machine learning techniques
… congestion prediction using vehicle trajectory available for connected vehicles. Two types of …

Machine learning based trust model for misbehaviour detection in internet-of-vehicles

SA Siddiqui, A Mahmood, WE Zhang… - … Conference, ICONIP 2019 …, 2019 - Springer
… Accordingly, this paper focuses on employing machine learning techniques as to cope with
… Different machine learning algorithms were employed for classifying vehicles as trustworthy …

Machine learning-based services provisioning for intelligent Internet of Vehicles

AA Afify, B Mokhtar - … 7th World Forum on Internet of Things (WF …, 2021 - ieeexplore.ieee.org
… the driver and the vehicle interact and how vehicles within the … involving Machine Learning
and Deep Learning algorithms … This inspires our proposal for an enhanced Machine Learning