Measuring privacy in high dimensional microdata collections.
Spyros BoukorosStefan KatzenbeisserPublished in: ARES (2017)
Keyphrases
- high dimensional
- privacy preserving
- disclosure control
- data privacy
- information loss
- confidential data
- private information
- statistical databases
- sensitive information
- privacy preserving data mining
- disclosure risk
- privacy preservation
- low dimensional
- privacy protection
- confidential information
- dimensionality reduction
- high dimensionality
- privacy concerns
- private data
- multi dimensional
- data publishing
- sensitive attributes
- high dimensional data
- variable selection
- statistical agencies
- tabular data
- similarity search
- differential privacy
- statistical disclosure control
- information retrieval
- personal information
- data quality
- document collections
- cell suppression
- privacy issues
- statistical disclosure
- data sets
- personal data
- sensitive data
- metric space
- data security
- metadata
- privacy preserving data publishing
- parameter space
- gene expression data
- digital libraries
- data points
- data mining
- feature space
- nearest neighbor
- third party
- data sharing
- distributed data
- sparse data