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
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