A General Framework for Publishing Privacy Protected and Utility Preserved Graph.
Mingxuan YuanLei ChenWeixiong RaoHong MeiPublished in: ICDM (2012)
Keyphrases
- privacy requirements
- differential privacy
- data publishing
- sensitive attributes
- privacy preserving
- intellectual property rights
- utility function
- privacy preserving data publishing
- data protection
- sensitive data
- data anonymization
- random walk
- graph theory
- graph structure
- directed graph
- linked data
- graph representation
- personal information
- privacy preservation
- privacy preserving data mining
- private data
- weighted graph
- privacy concerns
- anonymized data
- sensitive information
- disclosure risk
- graph model
- bipartite graph
- graph construction
- graph based algorithm
- private information
- graph databases
- privacy aware
- information loss
- data privacy
- graph matching
- statistical databases
- structured data