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基于模式识别技术的无线通信网络安全系统设计

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探索模式识别技术在无线网络安全领域的应用,设计一种多层次、模块化的网络安全系统.该系统通过数据采集、特征提取、模式识别与分析及安全策略优化等环节,实现无线网络安全态势的实时感知和动态防御.仿真实验结果表明,该系统能够有效识别多种类型的网络攻击,具有较高的检测率、较低的误报率以及优秀的健壮性.
Design of Wireless Communication Network Security System Based on Pattern Recognition Technology
This paper explores the application of pattern recognition techniques in the field of wireless network security and designs a multi-layered,modular network security system architecture.The system achieves real-time perception of wireless network security situation and dynamic defense through data collection,feature extraction,pattern recognition and analysis,and security policy optimization.Simulation results show that the system can effectively identify various types of network attacks,with high detection rates,low false positive rates,and excellent robustness.

wireless communication networknetwork securitypattern recognition

吴江海、桂孝美、朱魏峰

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浙江省邮电工程建设有限公司,浙江杭州 310000

无线通信网络 网络安全 模式识别

2024

通信电源技术
武汉普天通信设备集团有限公司

通信电源技术

影响因子:0.389
ISSN:1009-3664
年,卷(期):2024.41(12)