SYNTHETIC NETWORK GENERATOR FOR COVERT NETWORK ANALYTICS

SYNTHETIC NETWORK GENERATOR FOR COVERT NETWORK ANALYTICS

A method of generating a synthetic network includes receiving, by a group structure identification module, anonymized input data related to an original network. The anonymized input data includes an anonymized list of nodes, a list of edges and a list of groups. The method further includes determini...

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Hauptverfasser: Elsisy, Amr, Szymanski, Boleslaw Karol, Mandviwalla, Aamir
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Sprache:eng
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ELECTRIC COMMUNICATION TECHNIQUE
ELECTRICITY
TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION
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creator Elsisy, Amr
Szymanski, Boleslaw Karol
Mandviwalla, Aamir
description A method of generating a synthetic network includes receiving, by a group structure identification module, anonymized input data related to an original network. The anonymized input data includes an anonymized list of nodes, a list of edges and a list of groups. The method further includes determining, by the group structure identification module, for each pair of nodes, a probability of an edge between the pair of nodes. A resulting list of probabilities corresponds to a summary group structure. The method further includes generating, by a synthetic random network generation module, at least one synthetic random network based, at least in part, on the determined probabilities.
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subjects ELECTRIC COMMUNICATION TECHNIQUE
ELECTRICITY
TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION
title SYNTHETIC NETWORK GENERATOR FOR COVERT NETWORK ANALYTICS
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