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Network node immunization: improving Netshield algorithm through random rooted forests

Published • Jun 2, 2026
Authors:
Luca Avena
,
Alexandre Gaudillière
,
Irina Gurewitsch

Abstract

We are interested in the so-called multiple-node immunization problem for complex networks under attack by a viral agent. It consists in identifying and removing a set of nodes of size $k$ in a graph to maximize the impeding of virus spread. A few approaches have been proposed in the literature base...

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