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 …

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 …

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 …

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 …

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 …

IIDS: Intelligent intrusion detection system for sustainable development in autonomous vehicles

S Anbalagan, G Raja, S Gurumoorthy… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Connected and Autonomous Vehicles (CAVs) enable various capabilities and functionalities
like automated driving assistance, navigation and path planning, cruise control, independent …

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 …

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 …

Using deep learning networks to identify cyber attacks on intrusion detection for in-vehicle networks

HC Lin, P Wang, KM Chao, WH Lin, JH Chen - Electronics, 2022 - mdpi.com
With rapid advancements in in-vehicle network (IVN) technology, the demand for multiple
advanced functions and networking in electric vehicles (EVs) has recently increased. To …

An enhanced multi-stage deep learning framework for detecting malicious activities from autonomous vehicles

IA Khan, N Moustafa, D Pi, W Haider… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Intelligent Transportation Systems (ITS), particularly Autonomous Vehicles (AVs), are
susceptible to safety and security concerns that impend people's lives. Nothing like manually …