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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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Detaylı Bibliyografya
Asıl Yazarlar: Wang, Yue, Wu, Xintao
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: 2013
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC3979555/
https://ncbi.nlm.nih.gov/pubmed/24723987
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