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Attack and Repair Strategies for Computer Network About Viruses

  • Sheng Hong*
  • , Yue Wang
  • *Corresponding author for this work
  • Beihang University

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

The threat of computer viruses has become an increasingly important issue, so it is necessary to improve the protection of computer networks against computer viruses. This article puts forward the idea of using the curve area method to calculate the resilience of computer networks. In addition, three factors affecting computer networks in terms of computer viruses and four repair strategies for computer networks are studied. The results show that the increased infection rate and the increase in the number of initial infected nodes will not cause the network to crash; the medial-based attacks have the greatest impact on the network; the medial-based repair strategy is better than the balanced repair strategy and has the best repair effect on the network.

Original languageEnglish
Title of host publicationMachine Learning for Cyber Security - Third International Conference, ML4CS 2020, Proceedings
EditorsXiaofeng Chen, Hongyang Yan, Qiben Yan, Xiangliang Zhang
PublisherSpringer Science and Business Media Deutschland GmbH
Pages500-510
Number of pages11
ISBN (Print)9783030622220
DOIs
StatePublished - 2020
Event3rd International Conference on Machine Learning for Cyber Security, ML4CS 2020 - Guangzhou, China
Duration: 8 Oct 202010 Oct 2020

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume12486 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference3rd International Conference on Machine Learning for Cyber Security, ML4CS 2020
Country/TerritoryChina
CityGuangzhou
Period8/10/2010/10/20

Keywords

  • Computer network
  • Network resilience
  • Scale-free network

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