CIA security for internet of vehicles and blockchain-AI integration.

Hai, Tao; Aksoy, Muammer; Iwendi, Celestine; Ibeke, Ebuka; Mohan, Senthilkumar

Abstract

The lack of data security and the hazardous nature of the Internet of Vehicles (IoV), in the absence of networking settings, have prevented the openness and self-organization of the vehicle networks of IoV cars. The lapses originating in the areas of Confidentiality, Integrity, and Authenticity (CIA) have also increased the possibility of malicious attacks. To overcome these challenges, this paper proposes an updated Games-based CIA security mechanism to secure IoVs using Blockchain and Artificial Intelligence (AI) technology. The proposed framework consists of a trustworthy authorization solution with three layers, including the authentication of vehicles using Physical Unclonable Functions (PUFs), a flexible Proof-of-Work (dPOW) consensus framework, and AI-enhanced duel gaming. The credibility of the framework is validated by different security analyses, showcasing its superiority over existing systems in terms of security, functionality, computation, and transaction overhead. Additionally, the proposed solution effectively handles challenges like side channel and physical cloning attacks, which many existing frameworks fail to address. The implementation of this mechanism involves the use of a reduced encumbered blockchain, coupled with AI-based authentication through duel gaming, showcasing its efficiency and physical-level support, a feature not present in most existing blockchain-based IoV verification frameworks.

Citation

HAI, T., AKSOY, M., IWENDI, C., IBEKE, E. and MOHAN, S. 2024. CIA security for internet of vehicles and blockchain-AI integration. Journal of grid computing [online], 22(2), article number 43. Available from: https://doi.org/10.1007/s10723-024-09757-3

• Journal Article Type: Article
• Acceptance Date: Feb 24, 2024
• Online Publication Date: Apr 2, 2024
• Publication Date: Jun 30, 2024
• Deposit Date: Feb 26, 2024
• Publicly Available Date: Apr 3, 2025
• Journal: Journal of grid computing
• Print ISSN: 1570-7873
• Electronic ISSN: 1572-9184
• Publisher: Springer
• Peer Reviewed: Peer Reviewed
• Volume: 22
• Issue: 2
• Article Number: 43
• DOI: https://doi.org/10.1007/s10723-024-09757-3
• Keywords: Blockchain; Security; Internet of vehicles; CIA security; Confidentiality; AI-game theory; Authentication; Integrity; Physical unclonable functions
• Public URL: https://rgu-repository.worktribe.com/output/2255343