In this paper, we emphasize the use of network structural semantics in the social network analysis theory to address this problem. We propose an approach for ...
Abstract—A social network is a collection of social entities and the relations among them. Collection and sharing of such network data for analysis raise ...
Preserving such graph properties through anonymization might be extremely important / essential for subsequent graph-mining of the anonymized networks. Index ...
Preserving such graph properties through anonymization might be extremely important / essential for subsequent graph-mining of the anonymized networks.
In this paper, we emphasize the use of network structural semantics in the social network analysis theory to address this problem. We propose an approach for ...
[PDF] Preserving structural properties in anonymization of social ...
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This paper proposes an approach for enhancing anonymization techniques that preserves the structural semantics of the original social network by using the ...
Dec 14, 2012 · In this paper, we empirically study how well several structural properties of a social network are preserved through an anonymization process.
Oct 14, 2012 · In this paper, we empirically study how well several structural properties of a social network are preserved through an anonymization process.
This paper empirically study how well several structural properties of a social network are preserved through an anonymization process, and shows that there ...
We experimentally show significant improvements in preserving structural properties in an anonymized social network achieved by our approach compared to the ...