Reconstructing missing complex networks against adversarial interventions

Recovering the properties of a network which has suffered adversarial intervention can find applications in uncovering targeted attacks on social networks. Here the authors propose a causal statistical inference framework for reconstructing a network which has suffered non-random, targeted attacks.

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Detalles Bibliográficos
Autores principales:	Yuankun Xue, Paul Bogdan
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2019
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/d495c19c7ec54eaab6477d81ca576455
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id	oai:doaj.org-article:d495c19c7ec54eaab6477d81ca576455
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spelling	oai:doaj.org-article:d495c19c7ec54eaab6477d81ca5764552021-12-02T17:01:38ZReconstructing missing complex networks against adversarial interventions10.1038/s41467-019-09774-x2041-1723https://doaj.org/article/d495c19c7ec54eaab6477d81ca5764552019-04-01T00:00:00Zhttps://doi.org/10.1038/s41467-019-09774-xhttps://doaj.org/toc/2041-1723Recovering the properties of a network which has suffered adversarial intervention can find applications in uncovering targeted attacks on social networks. Here the authors propose a causal statistical inference framework for reconstructing a network which has suffered non-random, targeted attacks.Yuankun XuePaul BogdanNature PortfolioarticleScienceQENNature Communications, Vol 10, Iss 1, Pp 1-12 (2019)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Yuankun Xue Paul Bogdan Reconstructing missing complex networks against adversarial interventions
description	Recovering the properties of a network which has suffered adversarial intervention can find applications in uncovering targeted attacks on social networks. Here the authors propose a causal statistical inference framework for reconstructing a network which has suffered non-random, targeted attacks.
format	article
author	Yuankun Xue Paul Bogdan
author_facet	Yuankun Xue Paul Bogdan
author_sort	Yuankun Xue
title	Reconstructing missing complex networks against adversarial interventions
title_short	Reconstructing missing complex networks against adversarial interventions
title_full	Reconstructing missing complex networks against adversarial interventions
title_fullStr	Reconstructing missing complex networks against adversarial interventions
title_full_unstemmed	Reconstructing missing complex networks against adversarial interventions
title_sort	reconstructing missing complex networks against adversarial interventions
publisher	Nature Portfolio
publishDate	2019
url	https://doaj.org/article/d495c19c7ec54eaab6477d81ca576455
work_keys_str_mv	AT yuankunxue reconstructingmissingcomplexnetworksagainstadversarialinterventions AT paulbogdan reconstructingmissingcomplexnetworksagainstadversarialinterventions
_version_	1718382115872047104

Reconstructing missing complex networks against adversarial interventions

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