Immunization of real complex communication networks

被引:0
|
作者
J. Gómez-Gardeñes
P. Echenique
Y. Moreno
机构
[1] Institute for Biocomputation and Physics of Complex Systems (BIFI),Departamento de Física de la Materia Condensada
[2] University of Zaragoza,Departamento de Física Teórica
[3] Universidad de Zaragoza,undefined
[4] Universidad de Zaragoza,undefined
关键词
Spectroscopy; Neural Network; State Physics; Immune System; Complex System;
D O I
暂无
中图分类号
学科分类号
摘要
Most communication networks are complex. In this paper, we address one of the fundamental problems we are facing nowadays, namely, how we can efficiently protect these networks. To this end, we study an immunization strategy and found that it works almost as good as targeted immunization, but using only local information about the network topology. Our findings are supported with numerical simulations of the Susceptible-Infected-Removed (SIR) model on top of real communication networks, where immune nodes are previously identified by a covering algorithm. The results provide useful hints in the way to designing and deploying a digital immune system.
引用
收藏
页码:259 / 264
页数:5
相关论文
共 50 条
  • [1] Immunization of real complex communication networks
    Gómez-Gardeñes, J
    Echenique, P
    Moreno, Y
    [J]. EUROPEAN PHYSICAL JOURNAL B, 2006, 49 (02): : 259 - 264
  • [2] Immunization of complex networks
    Pastor-Satorras, R
    Vespignani, A
    [J]. PHYSICAL REVIEW E, 2002, 65 (03): : 1 - 036104
  • [3] Reactive immunization on complex networks
    Alfinito, Eleonora
    Beccaria, Matteo
    Fachechi, Alberto
    Macorini, Guido
    [J]. EPL, 2017, 117 (01)
  • [4] Weighted Immunization Strategy on Real Networks
    Zhao, Jia
    Wang, Simeng
    Zhou, Zixu
    Zhou, Zitong
    [J]. PROCEEDINGS OF THE 2015 4TH NATIONAL CONFERENCE ON ELECTRICAL, ELECTRONICS AND COMPUTER ENGINEERING ( NCEECE 2015), 2016, 47 : 663 - 667
  • [5] Immunization and epidemic dynamics in complex networks
    Madar, N
    Kalisky, T
    Cohen, R
    ben-Avraham, D
    Havlin, S
    [J]. EUROPEAN PHYSICAL JOURNAL B, 2004, 38 (02): : 269 - 276
  • [6] Efficient immunization strategies on complex networks
    Nian, Fuzhong
    Wang, Xingyuan
    [J]. JOURNAL OF THEORETICAL BIOLOGY, 2010, 264 (01) : 77 - 83
  • [7] Immunization and epidemic dynamics in complex networks
    N. Madar
    T. Kalisky
    R. Cohen
    D. ben-Avraham
    S. Havlin
    [J]. The European Physical Journal B, 2004, 38 : 269 - 276
  • [8] Immunization of Complex Networks: Topology and Methods
    A. D. Fatin
    E. Yu. Pavlenko
    [J]. Automatic Control and Computer Sciences, 2022, 56 : 898 - 905
  • [9] The research of immunization strategy on complex networks
    Chen, Xin Yi
    Jiang, Jing
    Jiang, Tao
    Xia, Jian Hua
    Zhang, Jin Xi
    [J]. INFORMATION TECHNOLOGY AND COMPUTER APPLICATION ENGINEERING, 2014, : 539 - 542
  • [10] Immunization of Complex Networks: Topology and Methods
    Fatin, A. D.
    Pavlenko, E. Yu.
    [J]. AUTOMATIC CONTROL AND COMPUTER SCIENCES, 2022, 56 (08) : 898 - 905