Analysis of different anti-interference system models based on discrete time Markov chain

Quan REN; Lei HE; Jiangxing WU

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

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Analysis of different anti-interference system models based on discrete time Markov chain

Papers | 更新时间：2024-06-03

- Analysis of different anti-interference system models based on discrete time Markov chain
- Chinese Journal of Network and Information Security Vol. 4, Issue 4, Pages: 30-37(2018)
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- DOI：10.11959/j.issn.2096-109x.2018035
  CLC： TP393
- Online First：2018-04，
  
  Published：15 April 2018
- 稿件说明：
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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：

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.

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references

VOAS J , GHOSH A , CHARRON F , et al . Reducing uncertainty about common-mode failures [C ] // The Eighth International Symposium on Software Reliability Engineering . 1997 : 308 - 319 .

LEVITIN G . Optimal structure of fault-tolerant software systems [J ] . Reliability Engineering ＆ System Safety , 2005 , 89 ( 3 ): 286 - 295 .

SWAN M . Blockchain:blueprint for a new economy [M ] . O'Reilly Media,Inc . 2015 .

安金霞 , 朱纪洪 , 王国庆 , 等 . 多余度飞控计算机系统分级组合可靠性建模方法 [J ] . 航空学报 , 2010 , 31 ( 2 ): 301 - 309 .

AN J X , ZHU J H , WANG G Q , et al . Hierarchical combination reliability modeling method for multiple redundancy flight control computer system [J ] . Acta Aeronautica Et Astronautica Sinica , 2010 , 31 ( 2 ): 301 - 309 .

邬江兴 . 网络空间拟态防御研究 [J ] . 信息安全学报 , 2016 , 1 ( 4 ): 1 - 10 .

WU J X . Research on cyber mimic defense [J ] . Journal of Cyber Security , 2016 , 1 ( 4 ): 1 - 10 .

DISTEFANO S , XING N L . A new approach to modeling the system reliability:dynamic reliability block diagrams [C ] // Reliability and Maintainability Symposium(Rams '06 ) . 2006 : 189 - 195 .

NYSTROM B , AUSTRIN L , ANKARBACK N , et al . Fault tree analysis of an aircraft electric power supply system to electrical actuators [C ] // International Conference on Probabilistic Methods Applied To Power Systems . 2006 : 1 - 7 .

JIN J , PANG L , ZHAO S , et al . Quantitative assessment of probability of failing safely for the safety instrumented system using reliability block diagram method [J ] . Annals of Nuclear Energy , 2015 , 77 : 30 - 34 .

HURDLE E E , BARTLETT L M , ANDREWS J D . Fault diagnostics of dynamic system operation using a fault tree based method [J ] . Reliability Engineering ＆ System Safety , 2009 , 94 ( 9 ): 1371 - 1380 .

RANJBAR A H , KIANI M , FAHIMI B . Dynamic Markov Model for reliability evaluation of power electronic systems [C ] // International Conference on Power Engineering,Energy and Electrical Drives . 2011 : 1 - 6 .

SHI J , MENG Y , WANG S , et al . Reliability and safety analysis of redundant vehicle management computer system [J ] . Chinese Journal of Aeronautics , 2013 , 26 ( 5 ): 1290 - 1302 .

CAI G , WANG B , LUO Y , et al . A model for evaluating and comparing moving target defense techniques based on generalized stochastic Petri net [M ] // Advanced Computer Architecture . 2016 : 184 - 197 .

YEON J , ELEFTERIADOU L , LAWPHONGPANICH S . Travel time estimation on a freeway using discrete time Markov Chains [J ] . Transportation Research Part B Methodological , 2008 , 42 ( 4 ): 325 - 338 .

袁勇 , 王飞跃 . 区块链技术发展现状与展望 [J ] . 自动化学报 , 2016 , 4 ( 42 ): 481 - 494 .

YUAN Y , WANG F Y . Blockchain the state of the art and future trends [J ] . Zidonghua Xuebao/Acta Automatica Sinica , 2016 , 42 ( 4 ): 481 - 494 .

林晓轩 . 区块链技术在金融业的应用 [J ] . 中国金融 , 2016 ( 8 ): 17 - 18 .

LIN X X . Application of block chain technolgy in financial in-dustry [J ] . China Finance , 2016 ( 8 ): 17 - 18 .

陈宗基 , 秦旭东 , 高金源 . 非相似余度飞控计算机 [J ] . 航空学报 , 2005 , 26 ( 3 ): 320 - 327 .

CHEN Z J , QIN X D , GAO J Y . Dissimilar redundant flight control computer system [J ] . Acta Aeronautica Et Astronautica Sinica , 2005 , 26 ( 3 ): 320 - 327 .

邬江兴 . 拟态计算与拟态安全防御的原意和愿景 [J ] . 电信科学 , 2014 , 30 ( 7 ): 1 - 7 .

WU J X . Meaning and vision of mimic computing and mimic security defense [J ] . Telecommunications Science , 2014 , 30 ( 7 ): 1 - 7 .

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