Immunization of complex networks

Romualdo Pastor-Satorras and Alessandro Vespignani
Phys. Rev. E 65, 036104 – Published 8 February 2002
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Abstract

Complex networks such as the sexual partnership web or the Internet often show a high degree of redundancy and heterogeneity in their connectivity properties. This peculiar connectivity provides an ideal environment for the spreading of infective agents. Here we show that the random uniform immunization of individuals does not lead to the eradication of infections in all complex networks. Namely, networks with scale-free properties do not acquire global immunity from major epidemic outbreaks even in the presence of unrealistically high densities of randomly immunized individuals. The absence of any critical immunization threshold is due to the unbounded connectivity fluctuations of scale-free networks. Successful immunization strategies can be developed only by taking into account the inhomogeneous connectivity properties of scale-free networks. In particular, targeted immunization schemes, based on the nodes’ connectivity hierarchy, sharply lower the network’s vulnerability to epidemic attacks.

  • Received 17 October 2001

DOI:https://doi.org/10.1103/PhysRevE.65.036104

©2002 American Physical Society

Authors & Affiliations

Romualdo Pastor-Satorras1 and Alessandro Vespignani2

  • 1Departament de Física i Enginyeria Nuclear, Universitat Politècnica de Catalunya, Campus Nord, Mòdul B4, 08034 Barcelona, Spain
  • 2The Abdus Salam International Centre for Theoretical Physics (ICTP), P.O. Box 586, 34100 Trieste, Italy

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Issue

Vol. 65, Iss. 3 — March 2002

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