传感技术学报2024，Vol.37Issue(12)：2148-2152,5.DOI:10.3969/j.issn.1004-1699.2024.12.020
面向无线传感网络的涉密信息安全动态预警方法
Dynamic Early Warning Method of Classified Information Security for Wireless Sensor Networks
摘要
Abstract
Wireless sensor networks adopt distributed control methods,and static security mechanisms cannot adapt to security require-ments in dynamic environments and cannot respond to security threats in real time.To this end,a dynamic warning method for classified information security in wireless sensor networks is proposed.Binary algorithms are used to select a subset of historical feature informa-tion from sensor network nodes and encode it,based on the ratio of intra class and inter class dispersion,invariant historical intrusion in-formation sensing data features are selected.The intrusion information is preset as a dynamic observation sequence,the forward algorithm is used to calculate the security state value of the wireless sensor network,and dynamic security warning is completed based on this value.The simulation results show that the data tamper capture rate of the proposed method is always above 97％,the average absolute error and relative mean square error are less than 0.35,and the root mean square error is less than 1.35,which can effectively perform dynamic alert and protect the security of wireless sensor networks.关键词
无线传感网络/涉密信息动态预警/前向算法/类内离散度/类间离散度/历史入侵信息/异常链路Key words
wireless sensor network/dynamic warning of classified information/forward algorithm/within-class scatter/interclass disper-sion/historical intrusion information/abnormal link分类
信息技术与安全科学引用本文复制引用
沈伍强,梁哲恒,张金波,沈桂泉,伍江瑶..面向无线传感网络的涉密信息安全动态预警方法[J].传感技术学报,2024,37(12):2148-2152,5.基金项目
国家自然科学基金项目(61003228) （61003228）
