基于智能化算法的计算机网络安全监测与防御技术研究  

Research on Computer Network Security Monitoring and Defense Technology Based on Intelligent Algorithms

作　　者：郭顺文 GUO Shunwen(Xuzhou Finance and Economics Branch of Jiangsu Union Technical Institute,Xuzhou 221008,China)

机构地区：[1]江苏联合职业技术学院徐州财经分院,徐州221008

出　　处：《高科技与产业化》2025年第2期19-22,共4页High-Technology & Commercialization

摘　　要：本文探讨智能化算法在流量分析、异常检测、入侵防御和态势感知中的应用,结合生成对抗网络、深度学习和强化学习等技术,构建智能化防御体系,并通过案例分析验证其在检测准确率、拦截成功率和响应速度上的显著优势,为网络安全技术创新提供支持。This paper explores the application of intelligent algorithms in traffic analysis,anomaly detection,intrusion defense,and situational awareness.By integrating techniques such as generative adversarial networks(GANs),deep learning,and reinforcement learning,an intelligent defense system is constructed.Through case studies,the system's significant advantages in detection accuracy,interception success rate,and response speed are verified,offering strong support for innovations in network security technology.

关 键 词：网络安全 智能化算法 防御技术 

分 类 号：TP3[自动化与计算机技术—计算机科学与技术]