Research Article

Differential Privacy for Evolving Network Based on GHRG

Algorithm 3

Generate synthetic graph..
Input: input graph , sampled dendrogram , privacy parameter
Output: synthetic graph
(1) root node of
(2) PCBD ;
(3)for each pair of vertices do
(4)  find the lowest common ancestor r of i and j in ;
(5)  place an edge in between i and j with independent probability
(6)for end
(7)return