人工智能发展中的安全风险防范体系研究

Research on Security Risk Prevention System in the Development of Artificial Intelligence

随着人类对智能产品和服务需求的日益增长,人工智能(Artificial Intelligence,AI)领域得到了飞速发展。各种新技术不断涌现,伴随的安全风险不断升级,各种恶意攻击技术层出不穷,导致人工智能系统的开发面临新的挑战,因此构建具备安全风险防范的智能体系成为研究的热点。将分层次分析在人工智能系统生命周期的框架阶段、设计阶段、部署阶段、维护阶段和废弃阶段中面临的安全风险,构建基于业务安全、数据安全、模型安全和系统安全4个层面的安全风险防范体系。

With the increasing demand for intelligent products and services,the field of Artificial Intelligence(AI)has developed rapidly.Various new technologies are constantly emerging,accompanied by escalating security risks,and various malicious attack technologies are emerging in an endless stream,resulting in the development of artificial intelligence systems facing new challenges,therefore,the construction of an intelligent system with security risk prevention has become a research hotspot.This paper analyzes the security risk of AI system in the framework stage,design stage,deployment stage,maintenance stage and scrap stage,build a security risk prevention system based on business security,data security,model security and system security.