信息安全研究 ›› 2021, Vol. 7 ›› Issue (12): 1211-.

• 技术应用 • 上一篇    

基于融合模糊聚类的医院人事信息多重加密方法

郎朗   

  1. (首都医科大学附属北京康复医院  北京 100144

  • 出版日期:2021-12-05 发布日期:2021-12-02
  • 通讯作者: 郎朗 硕士研究生,工程师.主要研究方向为人力资源管理信息系统管理. Lang_Lang@126.com
  • 作者简介:郎朗 硕士研究生,工程师.主要研究方向为人力资源管理信息系统管理. Lang_Lang@126.com

Multi-Encryption Method of Hospital Personnel Information Based on Fusion Fuzzy Clustering


  • Online:2021-12-05 Published:2021-12-02

摘要: 医院人事信息加密过程易出现非线性突变,导致信息存储的安全性较差,为此研究基于融合模糊聚类的医院人事信息多重加密方法,提升信息多重加密效果,增强信息存储的安全性.通过分段匹配检测方法压缩医院人事信息,完成多余信息自适应归集合并;提取归集合并后信息内的高阶谱特征,将其当成信息聚类中心的搜索信息素,设计分段融合模糊聚类方法,利用该方法剔除无效信息,聚类有用信息;利用混沌映射方式完成信息多重加密,减轻非线性突变现象.实验证明:该方法的归一化互信息与芮氏指标值较高,具备较优的信息聚类效果;多重加密后的信息交换标准代码分布较均匀,提升信息的随机性与抵抗攻击能力,增强信息存储的安全性;该方法经NIST测试得到的置信度均值为0.932,具备较优的加密效果.


关键词: 融合模糊聚类, 医院人事信息, 多重加密, 分段匹配, 高阶谱特征, 混沌映射

Abstract: The encryption process of hospital personnel information is prone to nonlinear mutation, which leads to poor security of information storage. Therefore, this paper studies the multiple encryption method of hospital personnel information based on fusion fuzzy clustering to improve the effect of multiple encryption of information and enhance the security of information storage. The hospital personnel information was compressed by piecewise matching detection method, and the supernumerary information was collected and merged adaptively. The high-order spectral features in the collected and merged information were extracted, which were regarded as the search pheromone in the information clustering center. A segmented fusion fuzzy clustering method was designed to eliminate invalid information and cluster useful information. The chaotic mapping method is used to encrypt information multiple times and reduce the nonlinear mutation. The experimental results show that the normalized mutual information and the Reithner index of the proposed method are relatively high, and it has a better information clustering effect. After multiple encryption, the information exchange standard code is distributed evenly, which improves the randomness of information and the ability to resist attack, and enhances the security of information storage. The average confidence obtained by NIST test is 0.932, which shows that this method has a better encryption effect.