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Technology of Information Security
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2169-2173

IWSR spam propagation model based on disparity of propagation

Ran Maojie
Liu Chao
Huang Xianying
Liu Xiaoyang
Cao Qiong
School of Computer Science & Engineering, Chongqing University of Technology, Chongqing 400054, China

Abstract

In order to study the impact of differences in user communication capabilities on the spread of spam. This paper divided the population in the communication network into four compartments I, W, S, R and established state transition rules according to the theory of compartment modeling. Using differential dynamical system theory, this paper developed an IWSR spam propagation model with different communication capabilities. By calculating the basic reproduction number of the model and using the Hurwitz criterion, Lyapunov stability theorem and LaSalle invariance principle, this paper obtained the conditions for local stability and global stability of the spam information propagation equilibrium points. Finally, the comparison experiment between the numerical simulation and the Sina Weibo dataset proves that the conclusion is reasonable and effective.

Foundation Support

重庆市社会科学规划青年项目(2016QNCB28)
国家自然科学基金青年项目(61503052)
重庆市教委人文社科一般项目(17SKG151,17SKG144)
国家教育部人文社科研究思想政治专项项目(16JDSZ2019)
国家教育部人文社科青年项目(16YJC860010)
国家社科基金资助项目(17XXW004)
重庆市社会科学规划博士项目(2015BS059)
重庆市教育科学规划项目(2016-GX-131)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2018.01.0102
Publish at: Application Research of Computers Printed Article, Vol. 36, 2019 No. 7
Section: Technology of Information Security
Pages: 2169-2173
Serial Number: 1001-3695(2019)07-053-2169-05

Publish History

[2019-07-05] Printed Article

Cite This Article

冉茂洁, 刘超, 黄贤英, 等. 基于传播能力差异的IWSR垃圾信息传播模型 [J]. 计算机应用研究, 2019, 36 (7): 2169-2173. (Ran Maojie, Liu Chao, Huang Xianying, et al. IWSR spam propagation model based on disparity of propagation [J]. Application Research of Computers, 2019, 36 (7): 2169-2173. )

About the Journal

  • Application Research of Computers Monthly Journal
  • Journal ID ISSN 1001-3695
    CN  51-1196/TP

Application Research of Computers, founded in 1984, is an academic journal of computing technology sponsored by Sichuan Institute of Computer Sciences under the Science and Technology Department of Sichuan Province.

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