Comparisons of randomization and K-degree anonymization schemes for privacy preserving social network publishing.
Xiaowei YingKai PanXintao WuLing GuoPublished in: SNAKDD (2009)
Keyphrases
- privacy preserving
- data publishing
- social networks
- privacy preserving data publishing
- naive bayesian classification
- privacy preserving data mining
- privacy preservation
- data privacy
- vertically partitioned data
- privacy preserving association rule mining
- multi party
- privacy protection
- private information
- data perturbation
- social network analysis
- preserving privacy
- social network data
- privacy issues
- sensitive information
- privacy concerns
- scalar product
- record linkage
- partitioned data
- horizontally partitioned data
- differential privacy
- anonymized data
- network structure
- privacy sensitive
- online social networks
- sensitive data
- privacy requirements
- privacy guarantees
- private data
- homomorphic encryption
- linked data
- personal data