Geometrical Modeling of Worm Propagation in Complex Networks

Abstract

This paper introduces a novel geometrical approach to modeling worm prop agation in complex networks, specifically focusing on scale-free and small-world networks. Traditional epidemiological models often fall short in capturing the in tricate dynamics of worm spread in these networks due to their unique structural properties. Our geometrical models utilize path equations and deviation vectors to represent worm propagation pathways, providing deeper insights into network vul nerabilities and effective mitigation strategies. These models enhance the accuracy of predicting worm spread and identifying critical nodes and connections within the network.