Anonymization on refining partition: Same privacy, more utility.
Hong ZhuShengli TianMeiyi XiePublished in: ICSAI (2014)
Keyphrases
- differential privacy
- data anonymization
- privacy preserving
- anonymized data
- privacy requirements
- privacy guarantees
- privacy preservation
- data publishing
- privacy protection
- information loss
- sensitive attributes
- private data
- data privacy
- tabular data
- disclosure risk
- preserving privacy
- privacy preserving data publishing
- social network data
- privacy preserving data mining
- private information
- data sharing
- disclosure control
- individual privacy
- partitioning algorithm
- sensitive information
- data quality
- attribute values
- probability distribution