LCCDE: a decision-based ensemble framework for intrusion detection in the internet of vehicles

L Yang, A Shami, G Stevens… - GLOBECOM 2022-2022 …, 2022 - ieeexplore.ieee.org
Modern vehicles, including autonomous vehicles and connected vehicles, have adopted an
increasing variety of functionalities through connections and communications with other …

A transfer learning and optimized CNN based intrusion detection system for Internet of Vehicles

L Yang, A Shami - ICC 2022-IEEE International Conference on …, 2022 - ieeexplore.ieee.org
Modern vehicles, including autonomous vehicles and connected vehicles, are increasingly
connected to the external world, which enables various functionalities and services …

[HTML][HTML] Multi-Classification and Tree-Based Ensemble Network for the Intrusion Detection System in the Internet of Vehicles

W Gou, H Zhang, R Zhang - Sensors, 2023 - mdpi.com
The Internet of Vehicles (IoV) employs vehicle-to-everything (V2X) technology to establish
intricate interconnections among the Internet, the IoT network, and the Vehicle Networks …

Tree-based intelligent intrusion detection system in internet of vehicles

L Yang, A Moubayed, I Hamieh… - 2019 IEEE global …, 2019 - ieeexplore.ieee.org
The use of autonomous vehicles (AVs) is a promising technology in Intelligent
Transportation Systems (ITSs) to improve safety and driving efficiency. Vehicle-to-everything …

A hybrid approach toward efficient and accurate intrusion detection for in-vehicle networks

L Zhang, D Ma - IEEE Access, 2022 - ieeexplore.ieee.org
With recent advancements in the automotive world and the introduction of autonomous
vehicles, automotive security has become a real and important issue. Modern vehicles have …

Transfer learning-driven intrusion detection for Internet of Vehicles (IoV)

Y Otoum, Y Wan, A Nayak - 2022 International Wireless …, 2022 - ieeexplore.ieee.org
The Internet of Vehicles (IoV) is a set of connected vehicles supported with sensors,
communication technologies, and software connected by the Internet as an infrastructure …

[HTML][HTML] HDL-IDS: a hybrid deep learning architecture for intrusion detection in the Internet of Vehicles

S Ullah, MA Khan, J Ahmad, SS Jamal, Z e Huma… - Sensors, 2022 - mdpi.com
Internet of Vehicles (IoV) is an application of the Internet of Things (IoT) network that
connects smart vehicles to the internet, and vehicles with each other. With the emergence of …

MTH-IDS: A multitiered hybrid intrusion detection system for internet of vehicles

L Yang, A Moubayed, A Shami - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
Modern vehicles, including connected vehicles and autonomous vehicles, nowadays
involve many electronic control units connected through intravehicle networks (IVNs) to …

Artificial intelligence (AI)-empowered intrusion detection architecture for the internet of vehicles

T Alladi, V Kohli, V Chamola, FR Yu… - IEEE Wireless …, 2021 - ieeexplore.ieee.org
Recent advances in the Internet of Things (IoT) and the adoption of IoT in vehicular networks
have led to a new and promising paradigm called the Internet of Vehicles (IoV). However …

[HTML][HTML] FL-MAAE: An Intrusion Detection Method for the Internet of Vehicles Based on Federated Learning and Memory-Augmented Autoencoder

L Xing, K Wang, H Wu, H Ma, X Zhang - Electronics, 2023 - mdpi.com
The Internet of Vehicles (IoV) is a network system that enables wireless communication and
information exchange between vehicles and other traffic participants. Intrusion detection …