Detecting in-vehicle CAN message attacks using heuristics and RNNs

S Tariq, S Lee, HK Kim, SS Woo - … 13, 2018, Revised Selected Papers 1, 2019 - Springer
In vehicle communications, due to simplicity and reliability, a Controller Area Network (CAN)
bus is used as the de facto standard to provide serial communication between Electronic …

NovelADS: A novel anomaly detection system for intra-vehicular networks

K Agrawal, T Alladi, A Agrawal… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Modern vehicular electronics is a complex system of multiple Electronic Control Units
(ECUs) communicating to provide efficient vehicle functioning. These ECUs communicate …

ML-based approach to detect DDoS attack in V2I communication under SDN architecture

PK Singh, SK Jha, SK Nandi… - TENCON 2018-2018 IEEE …, 2018 - ieeexplore.ieee.org
The need for Internet-based services is increasing at a tremendous pace in smart cities. The
driver and occupants of the vehicle access Internet, and different intelligent transportation …

Ton-iot: Detection of attacks on internet of things in vehicular networks

A Sharma, H Babbar, A Sharma - 2022 6th International …, 2022 - ieeexplore.ieee.org
During the recent era, due to the exponential rise in the Internet of things (IoT) enabled
devices around the globe, IoT and Machine learning (ML) has come out as usable and …

[PDF][PDF] Vehicular Communications

HM Song, J Woo, Y Chung - 2019 - researchgate.net
The implementation of electronics in modern vehicles has resulted in an increase in attacks
targeting invehicle networks; thus, attack detection models have caught the attention of the …

Intrusion Detection Framework Using AdaBoost Algorithm and Chi-Squared Technique

S Amaouche, C Hazman, A Guezzaz… - … Machine Learning for …, 2024 - taylorfrancis.com
VANET Vehicular Ad-Hoc Networks are becoming a very important topic for improving the
quality of daily life in terms of comfort, safety, and minimizing the risk of accidents. VANETs …

NIDS-VSB: Network intrusion detection system for VANET using spark-based big data optimization and transfer learning

F Ullah, G Srivastava, S Ullah… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Vehicle Ad Hoc Networks (VANET) are a technology that allows existing transportation
systems to deliver critical information safely. Due to real-time communication, VANET …

SVM-based detection of false data injection in intelligent transportation system

JD Cabelin, PV Alpano… - … conference on information …, 2021 - ieeexplore.ieee.org
Vehicular Ad-Hoc Network (VANET) is a subcategory of Intelligent Transportation Systems
(ITS) that allows vehicles to communicate with other vehicles and static roadside …

Intrusion detection system using machine learning for vehicular ad hoc networks based on ToN-IoT dataset

AR Gad, AA Nashat, TM Barkat - IEEE Access, 2021 - ieeexplore.ieee.org
Vehicular ad hoc networks (VANETs) are a subsystem of the proposed intelligent
transportation system (ITS) that enables vehicles to communicate over the wireless …

Recognition of DDoS attacks on SD-VANET based on combination of hyperparameter optimization and feature selection

M Türkoğlu, H Polat, C Koçak, O Polat - Expert Systems with Applications, 2022 - Elsevier
Abstract The aim of Vehicular Ad Hoc Networks (VANETs) is to provide drivers and
passengers with various applications and services for comfortable transportation by …