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 …

Internet of drones security: Taxonomies, open issues, and future directions

A Derhab, O Cheikhrouhou, A Allouch, A Koubaa… - Vehicular …, 2023 - Elsevier
Drones have recently become one of the most important technological breakthroughs. They
have opened the horizon for a vast array of applications and paved the way for a diversity of …

[HTML][HTML] A novel intrusion detection system against spoofing attacks in connected electric vehicles

D Kosmanos, A Pappas, L Maglaras, S Moschoyiannis… - Array, 2020 - Elsevier
Abstract The Electric Vehicles (EVs) market has seen rapid growth recently despite the
anxiety about driving range. Recent proposals have explored charging EVs on the move …

A systematic literature review of vehicular connectivity and V2X communications: Technical aspects and new challenges

A Souri, M Zarei, A Hemmati… - International Journal of …, 2024 - Wiley Online Library
Vehicular connectivity is a significant key contribution in vehicular ad‐hoc networks
(VANETs). The inherent high dynamicity of vehicles is a serious challenge that affects …

Intrusion detection system for autonomous vehicles using non-tree based machine learning algorithms

C Anthony, W Elgenaidi, M Rao - Electronics, 2024 - mdpi.com
This research work highlights significant achievements in the domain of intrusion detection
systems (IDSs) for autonomous vehicles, which are crucial in enhancing their safety …

Moth–Flame Optimization based ensemble classification for intrusion detection in intelligent transport system for smart cities

TR Gadekallu, N Kumar, T Baker, D Natarajan… - Microprocessors and …, 2023 - Elsevier
The number of vehicles travelling on the road has increased tremendously over the past few
decades throughout the globe. The advent of Intelligent Transport System (ITS) enabled the …

Protecting the internet of vehicles against advanced persistent threats: A Bayesian Stackelberg game

T Halabi, OA Wahab, R Al Mallah… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Connected vehicles are essential for the deployment of intelligent transportation services.
However, the high level of connectivity in today's Internet of vehicles (IoV) and the extreme …

A survey on ai/ml-driven intrusion and misbehavior detection in networked autonomous systems: techniques, challenges and opportunities

O Ajibuwa, B Hamdaoui, AA Yavuz - arxiv preprint arxiv:2305.05040, 2023 - arxiv.org
AI/ML-based intrusion detection systems (IDSs) and misbehavior detection systems (MDSs)
have shown great potential in identifying anomalies in the network traffic of networked …

Security strategy for autonomous vehicle cyber-physical systems using transfer learning

AA Alsulami, QA Al-Haija, B Alturki, A Alqahtani… - Journal of Cloud …, 2023 - Springer
Cyber-physical systems (CPSs) are emergent systems that enable effective real-time
communication and collaboration (C&C) of physical components such as control systems …

5G V2X performance comparison for different channel coding schemes and propagation models

D Chatzoulis, C Chaikalis, D Kosmanos… - Sensors, 2023 - mdpi.com
Channel coding is a fundamental procedure in wireless telecommunication systems and has
a strong impact on the data transmission quality. This effect becomes more important when …