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

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 t...

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Main Authors: Quan REN, Lei HE, Jiangxing WU
Format: Article
Language:English
Published: POSTS&TELECOM PRESS Co., LTD 2018-04-01
Series:网络与信息安全学报
Subjects:
Online Access:http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2018035
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author Quan REN
Lei HE
Jiangxing WU
author_facet Quan REN
Lei HE
Jiangxing WU
author_sort Quan REN
collection DOAJ
description 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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institution Kabale University
issn 2096-109X
language English
publishDate 2018-04-01
publisher POSTS&TELECOM PRESS Co., LTD
record_format Article
series 网络与信息安全学报
spelling doaj-art-0165e74b6a7d42849dff62a1795c2b182025-01-15T03:12:40ZengPOSTS&TELECOM PRESS Co., LTD网络与信息安全学报2096-109X2018-04-014303759553094Analysis of different anti-interference system models based on discrete time Markov chainQuan RENLei HEJiangxing WUBlock 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.http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2018035cyberspace securityblock chaindissimilar redundancymimic defenseDTMCanti-interference per-formance
spellingShingle Quan REN
Lei HE
Jiangxing WU
Analysis of different anti-interference system models based on discrete time Markov chain
网络与信息安全学报
cyberspace security
block chain
dissimilar redundancy
mimic defense
DTMC
anti-interference per-formance
title Analysis of different anti-interference system models based on discrete time Markov chain
title_full Analysis of different anti-interference system models based on discrete time Markov chain
title_fullStr Analysis of different anti-interference system models based on discrete time Markov chain
title_full_unstemmed Analysis of different anti-interference system models based on discrete time Markov chain
title_short Analysis of different anti-interference system models based on discrete time Markov chain
title_sort analysis of different anti interference system models based on discrete time markov chain
topic cyberspace security
block chain
dissimilar redundancy
mimic defense
DTMC
anti-interference per-formance
url http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2018035
work_keys_str_mv AT quanren analysisofdifferentantiinterferencesystemmodelsbasedondiscretetimemarkovchain
AT leihe analysisofdifferentantiinterferencesystemmodelsbasedondiscretetimemarkovchain
AT jiangxingwu analysisofdifferentantiinterferencesystemmodelsbasedondiscretetimemarkovchain