A differentially private generative model, C-AGM, synthesizes attributed social graphs that preserve community structure, degree distributions, and clustering coefficients better than prior private graph models.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.SI 1years
2019 1verdicts
REJECT 1representative citing papers
citing papers explorer
-
Publishing Community-Preserving Attributed Social Graphs with a Differential Privacy Guarantee
A differentially private generative model, C-AGM, synthesizes attributed social graphs that preserve community structure, degree distributions, and clustering coefficients better than prior private graph models.