Flexible and scalable privacy assessment for very large datasets, with an application to official governmental microdata.
Mário S. AlvimNatasha FernandesAnnabelle McIverCarroll MorganGabriel H. NunesPublished in: CoRR (2022)
Keyphrases
- privacy preserving
- information loss
- confidential data
- private information
- data privacy
- disclosure control
- web scale
- privacy preservation
- disclosure risk
- statistical databases
- sensitive information
- data publishing
- personal information
- data swapping
- privacy protection
- lightweight
- privacy preserving data mining
- private data
- database
- statistical disclosure
- fit in main memory
- privacy concerns
- benchmark datasets
- homeland security
- privacy issues
- emergency response
- social network data
- security issues
- confidential information
- tabular data
- data quality
- decision support
- decision trees
- social networks