Towards a Toolkit for Utility and Privacy-Preserving Transformation of Semi-structured Data Using Data Pseudonymization.
Saffija Kasem-MadaniMichael MeierMartin WehnerPublished in: DPM/CBT@ESORICS (2017)
Keyphrases
- privacy preserving
- semi structured data
- data transformation
- privacy requirements
- data privacy
- private data
- data sets
- xml documents
- sensitive information
- raw data
- heterogeneous data
- privacy sensitive
- database
- vertically partitioned data
- privacy preservation
- structured data
- data sources
- data mining
- data quality
- sensitive data
- privacy preserving data mining
- original data
- web mining
- information sources
- data publishing
- differential privacy
- information retrieval
- preserving privacy
- association rules
- privacy guarantees
- privacy issues
- complex data
- record linkage
- privacy concerns
- privacy protection