Privacy-Integrated Graph Clustering Through Differential Privacy.

Yvonne Mülle Chris Clifton Klemens Böhm

Published in: EDBT/ICDT Workshops (2015)

Keyphrases

clustering algorithm
differential privacy
graph clustering
differentially private
clustering method
privacy preserving
private data

privacy guarantees
k means
privacy preservation
spectral clustering
data sharing
anonymized data

graph partitioning
community detection
network analysis
personal information
weighted graph
private information

privacy preserving data mining
bipartite graph
social network analysis
dimensionality reduction
image segmentation
social networks