摘要
在信息技术快速发展的背景下,人工智能技术已广泛应用于图书馆,极大地提升了管理效率和服务质量,同时也带来了复杂多变的安全风险。如何应对图书馆智能化过程中可能出现的安全威胁,成为一个亟待解决的问题。在分析人工智能理论及其在图书馆的应用和人工智能技术驱动的图书馆场景化服务体系架构的基础上,探讨了人工智能引发的安全威胁及其成因,并通过机器学习技术构建图书馆智能安全防御系统,利用决策树和随机森林方法,建立一种图书馆智能化安全防御模型,旨在为人工智能在图书馆的有效应用提供一定的理论参考。
In the context of the rapid development of information technology,AI technology has been widely used in li-braries,which has greatly improved the management efficiency and service quality,and also brought complex and change-able security risks.How to deal with the security threats that may arise in the process of library intelligence has become an urgent problem to be solved.Based on the analysis of the theory of AI and its application in the library and the scenariobased service architecture of the library driven by AI technology,this paper discusses the security threats caused by AI and their causes,constructs an intelligent security defense system of library by machine learning,and establishes an intel-ligent security defense model of library by using decision tree and random forest method,which aims to provide some theo-retical reference for the effective application of AI in libraries.
出处
《图书情报导刊》
2024年第10期1-8,共8页
Journal of Library and Information Science
基金
江苏高校哲学社会科学研究一般项目“基于数字孪生的智慧图书馆数据治理模式与推进策略研究”(项目编号:2022SJYB1130)。
