首页 | 本学科首页   官方微博 | 高级检索  
     

基于博弈论的网络攻防行为建模与态势演化分析
引用本文:刘小虎, 张恒巍, 张玉臣, 胡浩, 程建. 基于博弈论的网络攻防行为建模与态势演化分析[J]. 电子与信息学报, 2021, 43(12): 3629-3638. doi: 10.11999/JEIT200628
作者姓名:刘小虎  张恒巍  张玉臣  胡浩  程建
作者单位:1.战略支援部队信息工程大学 郑州 450001;2.国防科技大学 武汉 430000
摘    要:网络安全本质在对抗。针对现有研究缺乏从博弈视角分析网络攻防行为与态势演化关系的问题,该文提出一种网络攻防博弈架构模型(NADGM),借鉴传染病动力学理论以不同安全状态网络节点密度定义网络攻防态势,分析网络节点安全状态转移路径;以网络勒索病毒攻防博弈为例,使用NetLogo多Agent仿真工具开展不同场景下攻防态势演化趋势对比实验,得出增强网络防御效能的结论。实验结果验证了模型方法的有效性和可行性。

关 键 词:网络攻防   博弈论   态势演化   传染病动力学   勒索病毒
收稿时间:2020-07-29
修稿时间:2021-05-28

Modeling of Network Attack and Defense Behavior and Analysis of Situation Evolution Based on Game Theory
Xiaohu LIU, Hengwei ZHANG, Yuchen ZHANG, Hao HU, Jian CHENG. Modeling of Network Attack and Defense Behavior and Analysis of Situation Evolution Based on Game Theory[J]. Journal of Electronics & Information Technology, 2021, 43(12): 3629-3638. doi: 10.11999/JEIT200628
Authors:Xiaohu LIU  Hengwei ZHANG  Yuchen ZHANG  Hao HU  Jian CHENG
Affiliation:1. Strategic Support Force Information Engineering University, Zhengzhou 450001, China;2. National University of Defense Technology, Wuhan 430000, China
Abstract:The essence of network security is confrontation. In view of at the problem that the existing research lacks to analyze the relationship between network attack and defense behavior and situation evolution from the perspective of game, a Network Attack And Defense Game architecture Model (NADGM) is proposed, the theory of infectious disease dynamics is used to define the network attack and defense situation with the density of network nodes in different security states, and the network node security state transition path is analyzed; The network blackmail virus attack and defense game is taken as an example, and NetLogo multi-agent simulation tools is used to carry out comparative experiments of attack and defense situation evolution trend in different scenarios, and the conclusion of enhancing network defense effectiveness is obtained. The experimental results verify the effectiveness and feasibility of the model method.
Keywords:Network attack and defense  Game theory  Situation evolution  Infectious disease dynamics  Extortion virus
本文献已被 万方数据 等数据库收录!
点击此处可从《电子与信息学报》浏览原始摘要信息
点击此处可从《电子与信息学报》下载全文
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号