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.
翻译:人工智能软件的迅速发展给服务延迟、安全和可信赖性带来了巨大的挑战。最近,研究人员展示了顶尖的AIGC范式,通过将AIGC服务分配到边缘装置,有效地优化服务延缓度;然而,AIGC产品仍然得不到保护,容易被篡改和篡改;此外,作为一种在线非可互换的数字财产,AIGC产品的自由流通由于开放网络缺乏信任性而受到了阻碍。在本篇文章中,我们首次提出了管理优势AIGC产品生命周期的连锁动力框架。具体地说,利用欺诈证据,我们首先提出了保护AIGC所有权和版权的协议,称为 " 证据 " 。然后,我们设计了一种激励机制,以保证匿名用户合法和及时地执行资金-AIGC所有权交流。此外,我们建立了一种多份量的主观逻辑性声誉计划,让AIGC生产商能够确定哪个边缘服务供应商能够可靠和可靠地管理其服务。我们通过数字结果,展示了拟议办法的优越性。最后,但最不重要的方向是,我们进一步讨论。</s>