POSTER: Evaluating Privacy Metrics for Graph Anonymization and De-anonymization.
Yuchen ZhaoIsabel WagnerPublished in: AsiaCCS (2018)
Keyphrases
- privacy preserving
- privacy preservation
- data publishing
- privacy protection
- information loss
- data privacy
- differential privacy
- data anonymization
- privacy preserving data publishing
- preserving privacy
- anonymized data
- disclosure control
- privacy preserving data mining
- privacy requirements
- private data
- social network data
- privacy guarantees
- sensitive information
- social networks
- sensitive attributes
- personal information
- privacy issues
- data security
- graph theory
- connected components
- graph structure
- linked data
- graph model
- private information
- directed graph
- graph matching
- data sharing
- graph representation
- data quality
- sensitive data
- privacy policies
- data collection
- spanning tree
- graph mining
- weighted graph
- structured data
- personal data