Active Learning Augmented Folded Gaussian Model for Anomaly Detection in Smart Transportation

VPK Madhavarapu, P Roy… - ICC 2022-IEEE …, 2022 - ieeexplore.ieee.org
Smart transportation networks have become instrumental in smart city applications with the
potential to enhance road safety, improve the traffic management system and driving …

Towards a Vehicle's behavior monitoring and Trust Computation for VANETs

A Tigga, PAR Kumar - 2019 IEEE Conference on Information …, 2019 - ieeexplore.ieee.org
Vehicular Ad-hoc NETworks (VANETs) create an Intelligent Transportation System (ITS) by
eradicating the accidents and traffic congestion on the roads and highways. In VANETs …

Hybrid and multifaceted context-aware misbehavior detection model for vehicular ad hoc network

FA Ghaleb, MA Maarof, A Zainal, BAS Al-Rimy… - IEEE …, 2019 - ieeexplore.ieee.org
Vehicular Ad Hoc Networks (VANETs) have emerged mainly to improve road safety and
traffic efficiency and provide user comfort. The performance of such networks' applications …

Distributed Misbehavior Detection based on Vehicle Perception Model and CPM Data Collection

MS Ali, P Merdrignac - 2023 IEEE 98th Vehicular Technology …, 2023 - ieeexplore.ieee.org
This paper introduces an innovative misbehavior detection (MBD) algorithm designed to
identify false sudden stop information within Cooperative Intelligent Transportation Systems …

[HTML][HTML] Deep transfer learning based intrusion detection system for electric vehicular networks

ST Mehedi, A Anwar, Z Rahman, K Ahmed - Sensors, 2021 - mdpi.com
The Controller Area Network (CAN) bus works as an important protocol in the real-time In-
Vehicle Network (IVN) systems for its simple, suitable, and robust architecture. The risk of …

Anomalous Behaviour Detection via Event-Based Metric with Sequential Tracking in a V2X Environment

MA Onsu, M Simsek, B Kantarci - GLOBECOM 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
Massive amount of data transmission in vehicle-to-everything (V2X) settings lead to heavy
utilization of communication channels. Furthermore, reliable connectivity and fast data …

A Novel Mechanism for Misbehaviour Detection in Vehicular Networks

EP Valentini, GP Rocha Filho, RE De Grande… - IEEE …, 2023 - ieeexplore.ieee.org
Intelligent Transport Systems (ITS) have provided new technologies to protect human life,
speed up assistance, and improve traffic, to aid drivers, passengers, and pedestrians …

Anomaly Detection of Attempt Through Genetic Algorithm and ANN

S Chavan, N Jagadisha, P Mahalle… - … on Applications of …, 2023 - atlantis-press.com
Vehicular ad-hoc network, commonly known as VANET, is an enabling technology for
supplying security and useful information in modern transport systems but subject to a …

Dataset for Evaluation of DDoS Attacks Detection in Vehicular Ad-Hoc Networks

H Zhong, F Yang, L Wei, J Zhang, C Gu… - … Conference on Wireless …, 2022 - Springer
Vehicular ad-hoc networks (VANETs) are core components of the cooperative intelligent
transportation system (C-ITS). Vehicles communicate with each other to obtain traffic …

VADtalk: An Internet of Vehicles Platform Facilitating Anomaly Detection Modeling and Deployment for Self-Driving Vehicles

YC Lu, SR Yang, P Lin… - 2023 International Wireless …, 2023 - ieeexplore.ieee.org
In recent years, self-driving vehicles have gradually been appearing on the road, but society
has also begun to worry about the possibility of accidents caused by the anomaly self …