A taxonomy and analysis of misbehaviour detection in cooperative intelligent transport systems: a systematic review

MA Amanullah, SW Loke, M Baruwal Chhetri… - ACM Computing …, 2023 - dl.acm.org
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 …

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 …

A survey and comparative analysis of methods for countering Sybil attacks in VANETs

G Adele, A Borah, A Paranjothi… - 2024 IEEE 14th Annual …, 2024 - ieeexplore.ieee.org
Vehicular ad-hoc networks (VANETs) are the foundation for intelligent transportation
systems and vehicular communication. It can be subject to different kinds of attacks of which …

Cooperative approach for data-centric and node-centric misbehavior detection in VANET

R Sultana, J Grover, M Tripathi - Vehicular Communications, 2024 - Elsevier
Abstract Vehicular Ad Hoc Network (VANET) has risen as a paramount technology for
efficiently providing traffic management, safety and infotainment services to road users …

Machine learning based detection of replay attacks in VANET

A Kumar, MA Shahid, A Jaekel, N Zhang… - NOMS 2023-2023 …, 2023 - ieeexplore.ieee.org
Connected and Autonomous Vehicles (CAVs) will play a critical role in improving the safety
and efficiency of future Intelligent Transportation System (ITS). Periodic broadcasts of basic …

Decentralized Distance-based Strategy for Detection of Sybil Attackers and Sybil Nodes in VANET

P Remya krishnan, R Koushik - Journal of Network and Systems …, 2024 - Springer
Rapid development and deployment of VANET necessitate solutions to support its safe
applications. One of the major threats to VANET is the Sybil attack that uses numerous fake …

LA-DETECTS: Local and Adaptive Data-Centric Misbehavior Detection Framework for Vehicular Technology Security

R Sultana, J Grover, M Tripathi… - IEEE Open Journal of …, 2024 - ieeexplore.ieee.org
Vehicular Ad Hoc Networks (VANET) represent an immense technological advancement
enhancing connectivity among Vehicular Technology including vehicles and roadside …

Detecting Sybil Attacks in VANET: Exploring Feature Diversity and Deep Learning Algorithms with Insights into Sybil Node Associations

R Sultana, J Grover, M Tripathi, MS Sachdev… - Journal of Network and …, 2024 - Springer
Vehicular ad hoc networks (VANET) facilitate vehicle to everything (V2X) communication
between vehicles and road side units (RSU) to exchange safety and alert messages …

Unveiling Sybil Attacks Using AI‐Driven Techniques in Software‐Defined Vehicular Networks

RP Nayak, SK Bhoi, KS Sahoo, S Sethi… - Security and …, 2025 - Wiley Online Library
The centralized nature of software‐defined networks (SDN) makes them a suitable choice
for vehicular networks. This enables numerous vehicles to communicate within an SD …

Sybil Attack Detection in VANETs: An LSTM-Based BiGAN Approach

Y Zhong, H Yang, Y Li, B Yang, X Li… - … Conference on Data …, 2023 - ieeexplore.ieee.org
The growing prominence and evolution of the Internet of Vehicles demand more prompt and
precise security measures. Real-time detection of Sybil attacks in Vehicular Ad-Hoc …