Explainable artificial intelligence (XAI) for intrusion detection and mitigation in intelligent connected vehicles: A review

CI Nwakanma, LAC Ahakonye, JN Njoku… - Applied Sciences, 2023 - mdpi.com
The potential for an intelligent transportation system (ITS) has been made possible by the
growth of the Internet of things (IoT) and artificial intelligence (AI), resulting in the integration …

A taxonomy and analysis of misbehaviour detection in cooperative intelligent transport systems: A systematic review

MA Amanullah, SW Loke, M Baruwal Chhetri… - ACM Computing …, 2023 - dl.acm.org
Cooperative Intelligent Transport Systems (C-ITS) is one of the proposed solutions to
improve the safety and efficiency of road transport. However, C-ITS is prone to …

An adaptive real-time malicious node detection framework using machine learning in vehicular ad-hoc networks (VANETs)

K Rashid, Y Saeed, A Ali, F Jamil, R Alkanhel… - Sensors, 2023 - mdpi.com
Modern vehicle communication development is a continuous process in which cutting-edge
security systems are required. Security is a main problem in the Vehicular Ad Hoc Network …

Edge computing-enabled secure and energy-efficient smart parking: A review

CP Lee, FTJ Leng, RAA Habeeb, MA Amanullah… - Microprocessors and …, 2022 - Elsevier
With the increasing number of cars on road, it can be challenging trying to find a parking
spot, especially during seasonal times. In the existing mechanism, the driver has to go in …

Falsification detection system for IoV using randomized search optimization ensemble algorithm

GO Anyanwu, CI Nwakanma, JM Lee… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Falsification detection is a critical advance in ensuring that real-time information about
vehicles and their movement states is certified on the Internet of Vehicles (IoV). Thus …

[PDF][PDF] A machine learning-based attack detection and prevention system in vehicular named data networking

AH Magsi, A Ghulam, S Memon, K Javeed… - Comput. Mater …, 2023 - researchgate.net
ABSTRACT Named Data Networking (NDN) is gaining a significant attention in Vehicular Ad-
hoc Networks (VANET) due to its in-network content caching, name-based routing, and …

Cyber security analysis of connected vehicles

MD Mwanje, O Kaiwartya, M Aljaidi… - IET Intelligent …, 2024 - Wiley Online Library
The sensor‐enabled in‐vehicle communication and infrastructure‐centric vehicle‐to‐
everything (V2X) communications have significantly contributed to the spark in the amount of …

Feature engineering impact on position falsification attacks detection in vehicular ad-hoc network

E Abdelkreem, S Hussein, A Tammam - International Journal of …, 2024 - Springer
The vehicular ad-hoc network is a technology that enables vehicles to interact with each
other and the surrounding infrastructure, aiming to enhance road safety and driver comfort …

[HTML][HTML] Indian SUMO traffic scenario-based misbehaviour detection dataset for connected vehicles

U Bodkhe, S Tanwar - Multimodal Transportation, 2025 - Elsevier
Abstract The Internet of Vehicles (IoV) plays a crucial role in intelligent transportation
systems (ITS) by enabling communication between interconnected vehicles and supporting …