A lightweight cross-layer intrusion detection system on jamming, spoofing, and mixed attacks in vehicular communication

M Fathi, S naeim Sobhani - 2023 - researchsquare.com
A vehicular ad-hoc network (VANET) is among the communication networks classified as a
subset of the Internet of things (IoT). In fact, it is considered as an effective solution to …

Intrusion detection system for vehicular ad hoc network attacks based on machine learning techniques

WA Ali, M Roccotelli, G Boggia… - … Security Journal: A Global …, 2024 - Taylor & Francis
The vehicular ad-hoc network (VANET) is a new subcategory of mobile ad-hoc networks that
has excellent potential application in intelligent transportation systems. The cyberattack on …

An Improved Deep Learning-Based Intrusion Detection for Reliable Communication in VANET

P Suman, S Padhy, N Kumar, A Suman… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
The research area of Vehicular Ad-Hoc Network (VANET) is rapidly expanding for different
reasons. The main factors responsible for this are the unstable topology, fast vehicle …

Machine Learning-Based Systems for Intrusion Detection in VANETs

HE Idris, I Hosni - Intelligent Systems Conference, 2024 - Springer
It is critical to identify attacks in Vehicle Ad-hoc Networks (VANETs) in order to provide more
dependable and safe communication amongst all of the system's cars. One of the most …

Intelligent intrusion detection system for VANET using machine learning and deep learning approaches

B Karthiga, D Durairaj, N Nawaz… - Wireless …, 2022 - Wiley Online Library
Detecting the attacks in Vehicular Ad hoc Network (VANET) system is very important to
provide more secure and reliable communication between all vehicles in the system. In this …

[PDF][PDF] Vehicular Network Security Through Optimized Deep Learning Model with Feature Selection Techniques

FM Khan, T Rahman, A Zeb, ZA Haider, I Ullah - 2024 - researchgate.net
In recent years, vehicular ad hoc networks (VANETs) have faced growing security concerns,
particularly from Denial of Service (DoS) and Distributed Denial of Service (DDoS) attacks …

A machine learning framework for intrusion detection in VANET communications

N Ben Rabah, H Idoudi - Emerging trends in cybersecurity applications, 2022 - Springer
Intelligent transportation system (ITS) is a promising technology to enhance driving safety
and efficiency within smart cities. It involves public transportation management, infrastructure …

Reinforcement Algorithm based Jamming-Detection for Vehicular Ad Hoc Networks

SR Shetty, DH Manjaiah - 2021 IEEE Bombay Section …, 2021 - ieeexplore.ieee.org
The Vehicular Ad Hoc Networks (VANET) is emerging network, which uses vivid application
and communicates between various nodes It disseminate safety information and information …

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 …

Towards the development of realistic dos dataset for intelligent transportation systems

R Rahal, A Amara Korba, N Ghoualmi-Zine - Wireless Personal …, 2020 - Springer
Vehicular ad-hoc networks (VANETs) present security vulnerabilities, which make them
prone to diverse cyberattacks. Denial of Service (DoS) is one of the most prevalent and …