聚类识别和智能推理在医院终端网络安全中的应用
Application of cluster recognition and intelligent reasoning in hospital terminal security
李薇 1陈倩文 1王柏鸿1
作者信息
- 1. 江门市中心医院,广东江门 529000
- 折叠
摘要
[目的/意义]解决传统医院终端设备管理存在的效率低、信息不全面、难以快速定位等人工管理方法的弊端.[方法/过程]通过医疗终端接入医院内网络,发送准入申请到终端管理系统,对于已识别终端,智能终端识别系统自动进行认证审核并允许接入;对于未知的新型终端,系统利用控制策略服务器提供的聚类识别和智能推理能力,对终端类型进行分组和标记.此外,系统还具备自动推断和识别新型终端类型的能力,以便在新型未知终端接入时快速扩展终端识别"知识库".[结果/结论]通过应用系统医院能够实现医疗终端的高效管理,提高了网络安全性和管理效率.通过终端准入系统医院终端由分散管理为统一策略管理,提升了医院网络安全的防御能力,也为运维工作提供了极大的便利.
Abstract
[Purpose/Significance]In order to solve the problem that the traditional management method of hospital terminal equipment is mainly manual management,there are some drawbacks such as low management efficiency,incomplete information,and difficulty in rapid positioning.[Method/Process]The medical terminal accesses the hospital network and sends the access application to the terminal management system.For the identified terminals,the intelligent terminal identification system automatically conducts authentication review and allows access;For unknown new terminals,the system will use the clustering recognition and intelligent reasoning capabilities provided by the control policy server to group and mark the terminal types.In addition,the system also has the ability to automatically infer and identify new terminal types,so as to rapidly expand the terminal identification"knowledge base"when new unknown terminals are accessed.[Results/Conclusion]With this system,hospitals can achieve efficient management of medical terminals,improve network security and management efficiency.Through the terminal access system,hospital terminals are managed from decentralized management to unified strategy management,which improves the defense capability of hospital network security and also provides great convenience for maintenance.
关键词
聚类识别/智能推理/分组和标记/终端管理/网络安全Key words
cluster recognition/intelligent reasoning/grouping and tagging/terminal management/network security引用本文复制引用
基金项目
江门市科技局计划项目(2023YL01013)
出版年
2024
NETL
NSTL
万方数据