Privacy preserving social network analysis

A method and a system for privacy-preserving SNA. A plurality of vertices of a first subgraph of a graph is encrypted with a first key of a commutatively encryption scheme. A plurality of vertices of a second subgraph encrypted with a second key of the commutatively encryption scheme are received an...

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Hauptverfasser: Kerschbaum, Florian, Schaad, Andreas
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Sprache:eng
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creator Kerschbaum, Florian
Schaad, Andreas
description A method and a system for privacy-preserving SNA. A plurality of vertices of a first subgraph of a graph is encrypted with a first key of a commutatively encryption scheme. A plurality of vertices of a second subgraph encrypted with a second key of the commutatively encryption scheme are received and encrypted commutatively with the first key. A plurality of commutatively encrypted vertices of the first subgraph and a plurality of commutatively encrypted vertices of the second subgraph are used for computing centrality metrics preserving the privacy of the graph and its structure.
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title Privacy preserving social network analysis
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