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 …
A comprehensive survey on authentication and attack detection schemes that threaten it in vehicular ad-hoc networks
As Vehicular Ad-hoc Networks (VANETs) bring fantastic revolution to intelligent
transportation systems, their own security has become an important research topic …
transportation systems, their own security has become an important research topic …
False message detection in Internet of Vehicle through machine learning and vehicle consensus
The introduction of Internet of Vehicles (IoV) is promising in enabling vehicles to
communicate with each other. However, attackers can invade the on-board operating …
communicate with each other. However, attackers can invade the on-board operating …
MDFD: A multi-source data fusion detection framework for Sybil attack detection in VANETs
Y Chen, Y Lai, Z Zhang, H Li, Y Wang - Computer Networks, 2023 - Elsevier
Abstract Sybil attacks in Vehicular Ad-Hoc Networks (VANETs) conduct malicious behavior
by falsifying and faking messages between vehicles. It poses a significant threat to the safety …
by falsifying and faking messages between vehicles. It poses a significant threat to the safety …
A taxonomy and analysis of misbehaviour detection in cooperative intelligent transport systems: a systematic review
Cooperative Intelligent Transport Systems (C-ITS) is one of the proposed solutions to
improve the safety and efficiency of road transport. However, C-ITS is prone to …
improve the safety and efficiency of road transport. However, C-ITS is prone to …
Feature engineering impact on position falsification attacks detection in vehicular ad-hoc network
E Abdelkreem, S Hussein, A Tammam - International Journal of …, 2024 - Springer
The vehicular ad-hoc network is a technology that enables vehicles to interact with each
other and the surrounding infrastructure, aiming to enhance road safety and driver comfort …
other and the surrounding infrastructure, aiming to enhance road safety and driver comfort …
Secure authentication scheme for VANET based on blockchain
Y Cheng, S Xu, M Zang, S Jiang… - 2021 7th International …, 2021 - ieeexplore.ieee.org
The Internet of Vehicles (IoVs) is a communication environment that consists of various
interconnected sensing devices, instruments, and other intelligent vehicles and applications …
interconnected sensing devices, instruments, and other intelligent vehicles and applications …
Prediction and Analysis of Machine Learning Models for Efficient Routing Protocol in VANET Using Feature Information
P Sehrawat, M Chawla - Wireless Personal Communications, 2024 - Springer
Abstract Vehicular Ad-hoc Networks (VANET) as the key correspondence organizing
innovation has been pulled in by the scholarly world and enterprises with surprising turn of …
innovation has been pulled in by the scholarly world and enterprises with surprising turn of …
[PDF][PDF] Push-Based Content Dissemination and Machine Learning-Oriented Illusion Attack Detection in Vehicular Named Data Networking.
Recent advancements in the Vehicular Ad-hoc Network (VANET) have tremendously
addressed road-related challenges. Specifically, Named Data Networking (NDN) in VANET …
addressed road-related challenges. Specifically, Named Data Networking (NDN) in VANET …
[HTML][HTML] Misbehavior detection in intelligent transportation systems based on federated learning
Misbehavior detection represents a key security approach in vehicular scenarios to identify
attacks that cannot be detected by traditional cryptographic mechanisms. In this context, the …
attacks that cannot be detected by traditional cryptographic mechanisms. In this context, the …