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arxiv: cond-mat/0206030 · v2 · submitted 2002-06-04 · ❄️ cond-mat.dis-nn · cond-mat.stat-mech· nlin.AO

Range-based attack on links in scale-free networks: are long-range links responsible for the small-world phenomenon?

classification ❄️ cond-mat.dis-nn cond-mat.stat-mechnlin.AO
keywords linksnetworkslong-rangescale-freesmall-worldphenomenonshort-rangeattack
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The small-world phenomenon in complex networks has been identified as being due to the presence of long-range links, i.e., links connecting nodes that would otherwise be separated by a long node-to-node distance. We find, surprisingly, that many scale-free networks are more sensitive to attacks on short-range than on long-range links. This result, besides its importance concerning network efficiency and/or security, has the striking implication that the small-world property of scale-free networks is mainly due to short-range links.

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