Sybil Attack Detection in VANETs Using CatBoost Classifier

ELM Fdil, ELM Souidi - Science and Information Conference, 2024 - Springer
In the context of Vehicular Ad Hoc Networks (VANETs), Sybil attack, which makes fake
identities in the network to spread false information between the network nodes, is becoming …

Check for updates Sybil Attack Detection in VANETs Using CatBoost Classifier

ELM Fdil, ELM Souidi - Intelligent Computing: Proceedings of the 2024 … - books.google.com
In the context of Vehicular Ad Hoc Networks (VANETs), Sybil attack, which makes fake
identities in the network to spread false information between the network nodes, is becoming …

A LightGBM-Based Approach to improve Sybil Attack Detection in VANET networks

H Hadri, M Ouadou, K Minaoui - 2023 10th International …, 2023 - ieeexplore.ieee.org
Intelligent Transport Systems (ITS) usually rely on Vehicular Ad Hoc Networks (VANETs) to
efficiently enable communication and information exchange between vehicles and the …

Ensemble Based Machine Learning Classifier for Sybil Attack Detection in Vehicular AD-HOC Networks (VANETS)

PK Pareek, P Siddhanti, S Anupkant… - … Conference on Data …, 2024 - ieeexplore.ieee.org
In VANETs (Vehicular Ad-hoc Networks), the duality of promise and challenge is present,
where main risks in security, such as Sybil Attack, seem formidable. In order to achieve this …

Sybil attack detection in vanets using an adaboost classifier

DE Laouiti, M Ayaida, N Messai, S Najeh… - 2022 International …, 2022 - ieeexplore.ieee.org
Smart cities are a wide range of projects made to facilitate the problems of everyday life and
ensure security. Our interest focuses only on the Intelligent Transport System (ITS) that takes …

Collaborative learning based sybil attack detection in vehicular ad-hoc networks (vanets)

S Azam, M Bibi, R Riaz, SS Rizvi, SJ Kwon - Sensors, 2022 - mdpi.com
Vehicular Ad-hoc network (VANET) is an imminent technology having both exciting
prospects and substantial challenges, especially in terms of security. Due to its distributed …

An intelligent mechanism for sybil attacks detection in vanets

CHOO Quevedo, AMBC Quevedo… - ICC 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
Vehicular Ad Hoc Networks (VANETs) have a strategic goal to achieve service delivery in
roads and smart cities, considering the integration and communication between vehicles …

Sybil attack detection based on signature vectors in VANETs

C Chen, W Han, X Wang - International Journal of Critical …, 2011 - inderscienceonline.com
Sybil attack is one of the serious threats in vehicular ad hoc networks (VANETs) because
drivers may receive wrong information, which could lead to injury the lives of the drivers and …

Sybil attack detection in VANET using neighbouring vehicles

J Grover, V Laxmi, MS Gaur - International Journal of …, 2014 - inderscienceonline.com
In vehicular ad hoc networks (VANETs), vehicles are enabled to exchange information to
detect and mitigate critical situations. VANETs are vulnerable to many security threats. One …

[PDF][PDF] Sybil attack detection in vanet using machine learning approach

S Kakulla, S Malladi - Journal homepage: http://iieta. org/journals/isi, 2022 - academia.edu
Accepted: 30 July 2022 VANET (Vehicular Ad-hoc Network) is a subclass of MANET in
which many cars can connect with one another via node to node or equipment erected on …