计算机应用 ›› 2014, Vol. 34 ›› Issue (9): 2622-2626.DOI: 10.11772/j.issn.1001-9081.2014.09.2622
收稿日期:
2014-04-11
修回日期:
2014-06-10
出版日期:
2014-09-01
发布日期:
2014-09-30
通讯作者:
杨绍成
作者简介:
基金资助:
国家自然科学基金资助项目;教育部科学研究重点项目;重庆市教委科学技术研究项目
LI Fangwei,YANG Shaocheng,ZHU Jiang
Received:
2014-04-11
Revised:
2014-06-10
Online:
2014-09-01
Published:
2014-09-30
Contact:
YANG Shaocheng
摘要:
为最大限度降低网络安全问题带来的损失,提出一种基于模糊层次分析法(FAHP)的改进型网络安全态势评估模型。鉴于未来的大规模网络环境,首先建立一套符合实际环境的,由指标层、准则层、决策层三层组成的态势指标体系;针对态势评估中的数据分布不确定性、模糊性对评估结果的影响,利用模糊C-均值(FCM)聚类和最佳聚类准则进行数据预处理,得到最佳聚类数和聚类中心;最终建立多因素二级评估模型得到态势评估向量。仿真结果表明,与目前的基于模糊层次法的态势评估方法相比,更好地考虑到某些权重小的因素,因而标准偏差更小,评估结果更加客观、准确。
中图分类号:
李方伟 杨绍成 朱江. 基于模糊层次法的改进型网络安全态势评估方法[J]. 计算机应用, 2014, 34(9): 2622-2626.
LI Fangwei YANG Shaocheng ZHU Jiang. Improved network security situational assessment method based on FAHP[J]. Journal of Computer Applications, 2014, 34(9): 2622-2626.
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