[HTML][HTML] 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 …

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 …

MDFD: A multi-source data fusion detection framework for Sybil attack detection in VANETs

Y Chen, Y Lai, Z Zhang, H Li, Y Wang - Computer Networks, 2023 - Elsevier
Abstract Sybil attacks in Vehicular Ad-Hoc Networks (VANETs) conduct malicious behavior
by falsifying and faking messages between vehicles. It poses a significant threat to the safety …

[HTML][HTML] Automotive intelligence: Unleashing the potential of AI beyond advance driver assisting system, a comprehensive review

K Rana, N Khatri - Computers and Electrical Engineering, 2024 - Elsevier
Big data, AI, and machine learning have ushered in a transformative era in computer
processing and application. AI's capacity to emulate human cognition spans a spectrum of …

Hierarchical intrusion detection system for secured military drone network: A perspicacious approach

VU Ihekoronye, SO Ajakwe, DS Kim… - MILCOM 2022-2022 …, 2022 - ieeexplore.ieee.org
The significant proliferation of the Internet of drone (IoD) network due to its enormous
benefits in adverse terrains has become crucial in military operations, especially for swift …

An Amalgamated Novel IDS Model for Misbehaviour Detection using VeReMiNet

S Saudagar, R Ranawat - Computer Standards & Interfaces, 2024 - Elsevier
Vehicle ad hoc networks (VANETs) are gaining popularity because they can potentially
increase traffic efficiency with road safety in cooperative intelligent transport systems (C-ITS) …

FedDDoS: An efficient federated learning-based DDoS attacks classification in SDN-enabled IIoT networks

A Zainudin, R Akter, DS Kim… - 2022 13th International …, 2022 - ieeexplore.ieee.org
Independent distribution systems are made possible by Industry 4.0, and these systems
produce heterogeneous data that is vulnerable to cyberattacks. The Distributed Denial of …

[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 - cdn.techscience.cn
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 …

[PDF][PDF] Novel Intelligent BSM Falsification Attack Detection System Using Trusted Neighbor Vehicle Approach in IoV

HA Idris, K Ueda, B Mokhtar… - International Journal of …, 2024 - researchgate.net
The proliferation of cyberattacks has emerged as a significant obstacle for advancing
technologies such as the Internet of Things (IoT) and Internet of Vehicles (IoV) in recent …