Spectrum-Centric Differential Privacy for Hypergraph Spectral Clustering.
Xiaochun WangYidong LiYi JinWei WangPublished in: PDCAT (2018)
Keyphrases
- spectral clustering
- differential privacy
- differentially private
- pairwise
- privacy preserving
- clustering method
- data sharing
- privacy preservation
- data clustering
- data privacy
- clustering algorithm
- image segmentation
- graph partitioning
- constrained spectral clustering
- k means
- search logs
- personal information
- normalized cut
- data sets
- information retrieval
- privacy preserving data mining
- information retrieval systems
- adjacency matrix
- computer vision