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Preserving Differential Privacy in Degree-Correlation based Graph Generation

Enabling accurate analysis of social network data while preserving differential privacy has been challenging since graph features such as cluster coefficient often have high sensitivity, which is different from traditional aggregate functions (e.g., count and sum) on tabular data. In this paper, we...

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Detalhes bibliográficos
Main Authors: Wang, Yue, Wu, Xintao
Formato: Artigo
Idioma:Inglês
Publicado em: 2013
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3979555/
https://ncbi.nlm.nih.gov/pubmed/24723987
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