Cyber-Twin: Digital Twin-boosted Autonomous Attack Detection for Vehicular Ad-Hoc Networks

Y Yigit, I Panitsas, L Maglaras, L Tassiulas… - arXiv preprint arXiv …, 2024 - arxiv.org
The rapid evolution of Vehicular Ad-hoc NETworks (VANETs) has ushered in a
transformative era for intelligent transportation systems (ITS), significantly enhancing road …

Intelligent defense strategies: Comprehensive attack detection in VANET with deep reinforcement learning

R Sultana, J Grover, M Tripathi - Pervasive and Mobile Computing, 2024 - Elsevier
Abstract Vehicular Ad Hoc Network (VANET) facilitates the exchange of vehicular
information through Vehicle-to-Vehicle (V2V) communication, contributing to Cooperative …

GenVRAM: Dataset Generator for Vehicle to Roadside Attacks and Misbehavior

D Ramsamooj, P Sharma, H Liu - IEEE Access, 2024 - ieeexplore.ieee.org
The surge in the number of driverless cars highlights the necessity for enhanced
transportation safety and efficiency. Achieving fully autonomous driving depends on the …

Improved IDS for Vehicular Ad-Hoc Network using Deep Learning Approaches

S Amutha, A Ramathilagam… - 2023 2nd International …, 2023 - ieeexplore.ieee.org
In the contemporary landscape of transportation, Vehicular Adhoc networks (VANETs) have
emerged as a pivotal infrastructure, facilitating real-time communication among vehicles and …

Recent advances in machine-learning driven intrusion detection in transportation: Survey

H Bangui, B Buhnova - Procedia Computer Science, 2021 - Elsevier
Abstract Rapid developments in Intelligent Transportation Systems (ITSs) have emerged as
a new research field for building sustainable smart cities. VANET (vehicular ad hoc network) …

Advancing the Security of 5G and Beyond Vehicular Networks through AI/DL

TET Djaidja - 2024 - theses.hal.science
The emergence of Fifth Generation (5G) and Vehicle-to-Everything (V2X) networks has
ushered in an era of unparalleled connectivity and associated services. These networks …

[PDF][PDF] Threat Detection and Mitigation in the Realm of Connected Vehicle Systems

H Yas, MM Nasir - researchgate.net
Abstract Connected Vehicle Systems (CVS) are a combination of transportation and digital
technologies that have the potential to revolutionize road safety and efficiency. However, this …

Simulating malicious attacks on vanets for connected and autonomous vehicle cybersecurity: A machine learning dataset

S Iqbal, P Ball, MH Kamarudin… - 2022 13th International …, 2022 - ieeexplore.ieee.org
Connected and Autonomous Vehicles (CAVs) rely on Vehicular Adhoc Networks with
wireless communication between vehicles and roadside infrastructure to support safe …

Sybil attack detection in ultra-dense VANETs using verifiable delay functions

Y Rajendra, V Subramanian, SK Shukla - Peer-to-Peer Networking and …, 2024 - Springer
Abstract Vehicular Ad Hoc Networks (VANETs) play a critical role in the future development
of Intelligent Transportation Systems (ITS). These networks facilitate communication …

Machine Learning-Based Malicious Vehicle Detection for Security Threats and Attacks in Vehicle Ad-Hoc Network (VANET) Communications

TN Canh, X HoangVan - 2023 RIVF International Conference …, 2023 - ieeexplore.ieee.org
With the rapid growth of Vehicle Ad-hoc Network (VANET) as a promising technology for
efficient and reliable communication among vehicles and infrastructure, the security and …