mlsanityData to 7 Oct 2026

Blockchain-Empowered Lifecycle Management for AI-Generated Content (AIGC) Products in Edge Networks

arXiv 2303.02836 ↗First posted 6 Mar 2023cs.CRcited by 6

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Abstract (arXiv)

The rapid development of Artificial IntelligenceGenerated Content (AIGC) has brought daunting challenges regarding service latency, security, and trustworthiness. Recently, researchers presented the edge AIGC paradigm, effectively optimize the service latency by distributing AIGC services to edge devices. However, AIGC products are still unprotected and vulnerable to tampering and plagiarization. Moreover, as a kind of online non-fungible digital property, the free circulation of AIGC products is hindered by the lack of trustworthiness in open networks. In this article, for the first time, we present a blockchain-empowered framework to manage the lifecycle of edge AIGC products. Specifically, leveraging fraud proof, we first propose a protocol to protect the ownership and copyright of AIGC, called Proof-of-AIGC. Then, we design an incentive mechanism to guarantee the legitimate and timely executions of the funds-AIGC ownership exchanges among anonymous users. Furthermore, we build a multi-weight subjective logic-based reputation scheme, with which AIGC producers can determine which edge service provider is trustworthy and reliable to handle their services. Through numerical results, the superiority of the proposed approach is demonstrated. Last but not least, we discuss important open directions for further research.

Key facts. Cited by 6 papers in the map (data through 7 Oct 2026). First posted on arXiv 6 Mar 2023.

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Citing papers per year: 2023: 4; 2024: 1; 2025: 1.

6 papers.