基于边缘计算的计算机网络安全防护方法研究  

Research on computer network security protection method based on edge computing

作　　者：刘文正 LIU Wenzheng(Special Police College of the Chinese People̓s Armed Police Force,Beijing 102299,China)

机构地区：[1]中国人民武装警察部队特种警察学院,北京102299

出　　处：《计算机应用文摘》2025年第9期218-220,226,共4页

摘　　要：为了提升网络安全防护的实时性与有效性,提出一种基于边缘计算的计算机网络安全防护方法。文章构建了多层次的分布式架构,包括边缘感知层、分析决策层和防护执行层,结合深度学习与SDN/NFV技术实现多维数据采集,实时分析和动态响应。结果表明,该方法显著提高了安全防护的响应速度和准确性,有效减少了带宽占用,适用于复杂多变的网络环境。In order to improve the real-time and effectiveness of network security protection,a computer network security protection method based on edge computing is proposed.The research has constructed a multi-level distributed architecture,including edge perception layer,analysis decision layer,and protection execution layer.It combines deep learning and SDN/NFV technology to achieve multi-dimensional data collection,real-time analysis,and dynamic response.The results show that this method significantly improves the response speed and accuracy of security protection,effectively reduces bandwidth usage,and is suitable for complex and changing network environments.

关 键 词：边缘计算 网络安全 深度学习 分布式架构 

分 类 号：TP311[自动化与计算机技术—计算机软件与理论]