基于密码的大模型安全治理的思考

Thoughts on Security Governance of Large Language Models Based on Cryptography

随着大模型技术的迅速发展和广泛应用,其安全性问题日益凸显。密码学作为网络空间安全的核心技术之一,在保障大模型系统安全方面发挥着重要作用。围绕大模型技术发展态势、安全政策与标准现状,针对所面临的安全威胁与风险,研究密码技术在大模型系统安全治理中的应用,并提出基于密码的安全治理架构,阐述架构的构建原理和关键组成,为大模型的安全防护提供了新的视角,为后续密码学与人工智能技术的融合研究提供参考。

With the rapid development and extensive application of large language models,its security issues are becoming increasingly prominent.As one of the core technologies for cyberspace security,cryptography plays an crucial role in ensuring the security of large language model systems.Focusing on the development trend of large language model technology,the current status of security policies and standards,and in view of the security threats and risks it faces,this paper delves into the application of cryptography in the security governance of large language model systems,proposes a cryptography-based security governance framework,elucidating the construction principles and key components,which provides a novel perspective on the security protection of large language models and offers a reference for the future research on the integration of cryptography and artificial intelligence technology.