基于GWO-SVM的无线通信网络数据传输攻击风险预警方法  

Risk Warning Method of Data Transmission Attack in Wireless Communication Network Based on GwO-SVM

作　　者：曾霞 康利娟 ZENG Xia;KANG Lijuan(Zhengzhou University of Business and Economics,School of Information Engineering,Henan Zhengzhou 451400,China)

机构地区：[1]郑州工商学院信息工程学院,河南郑州451400

出　　处：《长江信息通信》2024年第6期63-65,共3页Changjiang Information & Communications

摘　　要：常规的无线通信网络数据传输攻击风险预警方法主要使用个体最优共性叠加蚁群模型进行攻击自动跟踪,易受网络可信覆盖范围变化影响,导致ATP(Advanced Persistent Threat)攻击风险预警均方根误差较高,因此,需要基于GWO-SVM设计一种全新的无线通信网络数据传输攻击风险预警方法。即提取了网络数据传输攻击风险预警特征,利用GWO-SVM构建了数据传输攻击风险预警模型,设计了无线通信网络数据传输攻击风险预警算法,从而实现了数据传输攻击风险预警。实验结果表明,设计的无线通信网络数据传输攻击风险预警方法的ATP攻击风险预警均方根误差较低,证明设计的传输攻击风险预警方法的预警效果较好,具有可靠性,有一定的应用价值,为提高无线通信网络运行安全性,降低数据传输泄露风险作出了一定的贡献。conventional wireless communication network data transmission attack risk warning method mainly use individual optimal common superposition ant colony model for attack auto-matic tracking,vulnerable to the nctwork trusted coverage changes,lead to ATP(Advanced Per-sistent Threat)attack risk warning root square error is higher,therefore,need to be based on GWO-SVM design a new wireless communication network data transmission attack risk early warning method.That is,extracts the network data transmission attack risk warning feature,constructs the GWO data transmission attack risk warning model with SVM,and designs the wireless communication network data transmission attack risk warning algorithm,so as to realize the data transmission attack risk warning.Experimental results show that the design of wireless communication network data transmission attack risk warning method of ATP attack risk warn-ing root square crror is low,prove that the design of transmission attack risk warning method is good,reliability,has certain application value,to improve the wireless communication network operation scurity,reduce data transmission leakage risk made certain contribution.

关 键 词：GWO-SVM 无线 通信网络 数据传输 攻击 风险预警 

分 类 号：TP391[自动化与计算机技术—计算机应用技术]