基于离散马尔可夫链的不同抗干扰系统模型分析

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

Abstract

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.

Key words: cyberspace security, block chain, dissimilar redundancy, mimic defense, DTMC, anti-interference per-formance

CLC Number:

TP393

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.

Figures/Tables 13

References 17

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参数	值	含义
s₀₀	0.9	执行体受干扰后处于初始状态的概率
s₀₁	0.1	执行体受干扰后响应异常的概率
s₁₀	0	执行体受干扰异常后响应恢复正常的概率
s₁₁	1	执行体受干扰异常后响应保持异常的概率

参数	值	含义
s₀₀	0.9	执行体受干扰后处于初始状态的概率
s₀₁	0.1	执行体受干扰后响应异常的概率
s₁₀	0.9 (0)	执行体受干扰异常后响应恢复正常的概率
s₁₁	0.1 (1)	执行体受干扰异常后响应保持异常的概率

参数	值	含义
s₀₀	0.9	执行体受干扰后处于初始状态的概率
s₀₁	0.1	执行体受干扰后响应异常的概率
s₁₀	0.9	执行体受干扰后响应恢复正常的概率
s₁₁	0.1	执行体受干扰异常后响应保持异常的概率

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

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