基于离散马尔可夫链的不同抗干扰系统模型分析

任权; 贺磊; 邬江兴

doi:10.11959/j.issn.2096-109x.2018035

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基于离散马尔可夫链的不同抗干扰系统模型分析

学术论文 | 更新时间：2024-06-03

- 基于离散马尔可夫链的不同抗干扰系统模型分析
- Analysis of different anti-interference system models based on discrete time Markov chain
- 网络与信息安全学报 2018年4卷第4期页码：30-37
- 作者机构：
- 作者简介：
  
  [ "任权（1994-），男，湖南常德人，国家数字交换系统工程技术研究中心硕士生，主要研究方向为网络安全防御、鲁棒网络体系结构。" ]
  [ "贺磊（1974-），男，河南郑州人，国家数字交换系统工程技术研究中心副研究员，主要研究方向为网络安全防御、网络体系结构。" ]
  [ "邬江兴（1953-），男，浙江嘉兴人，中国工程院院士，国家数字交换系统工程技术研究中心教授、博士生导师，主要研究方向为信息通信网络、网络安全。" ]
- 基金信息：
  
  国家网络安全专项基金资助项目;The National Specific Issues of Cyberspace Security(2017YFB0803201);国家高技术研究发展计划（“863”计划）基金资助项目;The National Hi-Tech Re-search and Development (863 Program )(2015AA016102);国家自然科学基金创新研究群体基金资助项目;The Foundation for Innovative Research Groups of the National Natural Science Foundation of China(61521003)
- DOI：10.11959/j.issn.2096-109x.2018035
  中图分类号： TP393
- 网络首发：2018-04，
  
  纸质出版：2018-04-15
- 稿件说明：
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任权, 贺磊, 邬江兴. 基于离散马尔可夫链的不同抗干扰系统模型分析[J]. 网络与信息安全学报, 2018,4(4):30-37.

Quan REN, Lei HE, Jiangxing WU. Analysis of different anti-interference system models based on discrete time Markov chain[J]. Chinese Journal of Network and Information Security, 2018, 4(4): 30-37.
任权, 贺磊, 邬江兴. 基于离散马尔可夫链的不同抗干扰系统模型分析[J]. 网络与信息安全学报, 2018,4(4):30-37. DOI： 10.11959/j.issn.2096-109x.2018035.

Quan REN, Lei HE, Jiangxing WU. Analysis of different anti-interference system models based on discrete time Markov chain[J]. Chinese Journal of Network and Information Security, 2018, 4(4): 30-37. DOI： 10.11959/j.issn.2096-109x.2018035.

摘要

区块链、非相似余度以及拟态防御技术已在网络空间不同安全领域得到迅速发展，然而，目前针对这3类创新型技术缺乏有效的模型进行统一描述和分析。采用离散时间马尔可夫链模型进行建模，并对3类系统抵抗攻击或干扰时的性能进行分析，结果表明，拟态防御系统采用动态异构冗余架构与负反馈控制机制能保证系统的高可用性。区块链系统利用高冗余共识机制在一定时间内具有优于拟态防御系统和非相似余度系统的抗干扰性能，但随后性能会快速衰减。非相似余度系统性能随着余度数的增加会快速趋于高余度区块链，系统的抗干扰性能衰减相对缓慢。

Abstract

Block chain

dissimilar redundancy and mimic defense technology have developed rapidly in different security fields of cyberspace.However

there is a lack of effective models to describe and analyze these three kinds of innovative technologies currently.The DTMC (discrete time Markov chain) was used to model and analyze the anti-interference of the three kinds of systems.The results show that mimic defense system which adopts dynamic heterogeneous redundancy architecture and negative feedback control mechanism can ensure the high availability of the system.The block chain system uses high redundancy consensus mechanism to have a higher anti-interference performance than mimic defense system and dissimilar redundancy system in a certain time

but its performance will decrease quickly after that.With the increase of redundancy

the anti-interference performance of the dissimilar redundancy system will tend to the high redundancy block chain rapidly.Compared with block chain

the anti-interference performance falling of dissimilar redundancy system will be relatively slower.

关键词

Keywords

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