Collaborative intrusion detection for VANETs: A deep learning-based distributed SDN approach

J Shu, L Zhou, W Zhang, X Du… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Vehicular Ad hoc Network (VANET) is an enabling technology to provide a variety of
convenient services in intelligent transportation systems, and yet vulnerable to various …

Collaborative intrusion detection system for sdvn: A fairness federated deep learning approach

J Cui, H Sun, H Zhong, J Zhang, L Wei… - … on Parallel and …, 2023 - ieeexplore.ieee.org
With the continuous innovations and development in communication technology and
intelligent transportation systems, a new generation of vehicular ad hoc networks (VANETs) …

Misbehavior-aware on-demand collaborative intrusion detection system using distributed ensemble learning for VANET

F A. Ghaleb, F Saeed, M Al-Sarem, B Ali Saleh Al-rimy… - Electronics, 2020 - mdpi.com
Vehicular ad hoc networks (VANETs) play an important role as enabling technology for
future cooperative intelligent transportation systems (CITSs). Vehicles in VANETs share real …

Senior2local: A machine learning based intrusion detection method for vanets

Y Zeng, M Qiu, Z Ming, M Liu - … 2018, Tokyo, Japan, December 10–12 …, 2018 - Springer
Abstract Vehicular Ad-hoc Network (VANET) is a heterogeneous network of resource-
constrained nodes such as smart vehicles and Road Side Units (RSUs) communicating in a …

Distributed privacy-preserving collaborative intrusion detection systems for VANETs

T Zhang, Q Zhu - IEEE Transactions on Signal and Information …, 2018 - ieeexplore.ieee.org
Vehicular ad hoc network (VANET) is an enabling technology in modern transportation
systems for providing safety and valuable information, and yet vulnerable to a number of …

SP-CIDS: Secure and private collaborative IDS for VANETs

G Raja, S Anbalagan, G Vijayaraghavan… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Vehicular Ad hoc NETworks (VANETs) serve as the backbone of Intelligent Transportation
Systems (ITS), providing passengers with safety and comfort. However, VANETs are …

Recent advances in machine-learning driven intrusion detection in transportation: Survey

H Bangui, B Buhnova - Procedia Computer Science, 2021 - Elsevier
Abstract Rapid developments in Intelligent Transportation Systems (ITSs) have emerged as
a new research field for building sustainable smart cities. VANET (vehicular ad hoc network) …

Cgan-based collaborative intrusion detection for uav networks: A blockchain-empowered distributed federated learning approach

X He, Q Chen, L Tang, W Wang… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
Numerous resource-constrained Internet of Things (IoT) devices make the edge IoT
consisting of unmanned aerial vehicles (UAVs) vulnerable to network intrusion. Therefore, it …

A game theory based multi layered intrusion detection framework for VANET

B Subba, S Biswas, S Karmakar - Future Generation Computer Systems, 2018 - Elsevier
Abstract Vehicular Ad-hoc Networks (VANETs) are vulnerable to various type of network
attacks like Blackhole attack, Denial of Service (DoS), Sybil attack etc. Intrusion Detection …

Blockchain and federated learning for collaborative intrusion detection in vehicular edge computing

H Liu, S Zhang, P Zhang, X Zhou… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
The vehicular networks constructed by interconnected vehicles and transportation
infrastructure are vulnerable to cyber-intrusions due to the expanded use of software and the …