SPPM: Sparse Privacy Preserving Mappings.
Salman SalamatianNadia FawazBranislav KvetonNina TaftPublished in: UAI (2014)
Keyphrases
- privacy preserving
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- multi party
- privacy protection
- horizontally partitioned data
- data privacy
- sensitive information
- private information
- scalar product
- high dimensional
- sparse representation
- differential privacy
- privacy preserving association rule mining
- privacy sensitive
- record linkage
- sensitive data
- data publishing
- privacy guarantees
- preserving privacy
- data transformation
- decision trees
- sparse data
- privacy preserving data mining algorithms
- private data
- partitioned data
- naive bayesian classification