On the Privacy Preserving Properties of Random Data Perturbation Techniques.
Hillol KarguptaSouptik DattaQi WangKrishnamoorthy SivakumarPublished in: ICDM (2003)
Keyphrases
- privacy preserving
- data perturbation
- privacy preserving data mining
- data privacy
- privacy preservation
- statistical databases
- private information
- vertically partitioned data
- sensitive information
- privacy protection
- secure multiparty computation
- privacy concerns
- sensitive data
- scalar product
- privacy guarantees
- privacy sensitive
- data model
- private data
- database design