Privacy-Integrated Graph Clustering Through Differential Privacy.
Yvonne MülleChris CliftonKlemens BöhmPublished 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