Community Privacy using the Sparse Vector Technique for Graph Statistics.
Hara SeonHyeongjun ChoiBaek Kyung SongJi Won YoonPublished in: ESSE (2022)
Keyphrases
- sparse matrix
- privacy preserving
- structured data
- vector representation
- sparse data
- graph representation
- gaussian graphical models
- bipartite graph
- graph structure
- weighted graph
- graph model
- adjacency matrix
- order statistics
- small world
- social awareness
- personal information
- online communities
- directed graph
- private information
- densely connected
- graph theory
- random walk
- community discovery
- privacy protection
- laplacian matrix
- data publishing
- citation networks
- signal recovery
- differential privacy
- privacy preservation
- sensitive data
- graph theoretic
- data mining
- spanning tree
- community detection
- connected components
- face recognition