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  • 标题:Security of opinion dynamics in social networks
  • 本地全文:下载
  • 作者:Long Gao ; Wen Yang ; Zhiyun Zhao
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2019
  • 卷号:52
  • 期号:3
  • 页码:162-167
  • DOI:10.1016/j.ifacol.2019.06.028
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractIn this paper, we consider the security problem of opinion dynamics in attack-defense environment in social networks. First, we propose an opinion dynamics model, which is composed by attackers, defenders and the masses. In the proposed model, a set of attackers controlled by the agent with hostile opinion sends malicious opinion to their neighbors with a certain probability, and the defenders are activated by the agent with right opinion at a triggering time to lead the opinions of the masses to a safe zone. Second, we provide a sufficient condition to ensure the convergence of the expected opinions of the system. We also give the method to seek a lower bound of the opinions spread by the defenders at each time step while keeping the opinions in safe situation. Finally, we provide a numerical example to verify the main results.
  • 关键词:KeywordsOpinion dynamicattack-defense environmentnetwork securitysocial network
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