arXiv:2504.03752cs.CRcs.AI2025-04

构建电信网络级人类内容认证框架,应对生成式AI泛滥带来的真实性挑战。

Proof of Humanity: A Multi-Layer Network Framework for Certifying Human-Originated Content in an AI-Dominated Internet

  • 分层架构整合物理层到应用层,用身份锚定与加密证明验证内容来源
  • 提出可信数字凭证体系,支持流量分级、合规工具等商业化路径
  • 为运营商转型为数字真实性的基础设施提供技术蓝图

生成式AI的迅猛发展使互联网充斥着无须人工干预即可生成的文本、图像、音频和视频内容。随着人与AI生成内容的界限模糊,验证内容来源对社交媒体、新闻报道、法律及金融系统至关重要。本文提出一种概念性多层架构框架,使电信运营商能在基础设施层面成为人类内容的认证者。通过在物理层进行身份锚定,网络与传输层传播元数据,会话与应用层实施加密证明,运营商可对经其网络传输的数据实现端到端的人类起源证明。各OSI层可通过SIM/eSIM身份、数字签名、基于行为的机器学习启发式方法以及边缘验证API等技术原语贡献信任机制。该框架作为未来实现的基础,揭示了运营商的变现路径,如信任即服务接口、来源认证流量等级、监管合规工具等。本文未包含具体实现或基准测试结果,但提供了详尽的技术路线图与战略论证,旨在推动运营商转型为人工智能时代数字真实性的验证者。安全、隐私与对抗性问题被列为未来工作方向。

原文摘要 · Abstract (English)

The rapid proliferation of generative AI has led to an internet increasingly populated with synthetic content-text, images, audio, and video generated without human intervention. As the distinction between human and AI-generated data blurs, the ability to verify content origin becomes critical for applications ranging from social media and journalism to legal and financial systems. In this paper, we propose a conceptual, multi-layer architectural framework that enables telecommunications networks to act as infrastructure level certifiers of human-originated content. By leveraging identity anchoring at the physical layer, metadata propagation at the network and transport layers, and cryptographic attestations at the session and application layers, Telcos can provide an end-to-end Proof of Humanity for data traversing their networks. We outline how each OSI layer can contribute to this trust fabric using technical primitives such as SIM/eSIM identity, digital signatures, behavior-based ML heuristics, and edge-validated APIs. The framework is presented as a foundation for future implementation, highlighting monetization pathways for telcos such as trust-as-a-service APIs, origin-certified traffic tiers, and regulatory compliance tools. The paper does not present implementation or benchmarking results but offers a technically detailed roadmap and strategic rationale for transforming Telcos into validators of digital authenticity in an AI-dominated internet. Security, privacy, and adversarial considerations are discussed as directions for future work.

内容认证电信安全AI溯源信任架构

Thank you to arXiv for use of its open access interoperability. PaperDance 不是 arXiv 官方产品;中文卡片由大模型生成,请以原文为准。