Privacy-preserving similarity coefficients for binary data.
Kok-Seng WongMyung Ho KimPublished in: Comput. Math. Appl. (2013)
Keyphrases
- privacy preserving
- binary data
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- categorical data
- formal concept analysis
- high dimensional
- data sets
- privacy concerns
- similarity measure
- private information
- horizontally partitioned data
- preserving privacy
- private data
- multi party
- sensitive data
- similarity function
- privacy issues
- secure multiparty computation
- privacy sensitive
- differential privacy
- sensitive information
- continuous data
- privacy protection
- privacy preserving association rule mining
- privacy requirements
- itemsets
- data perturbation
- data privacy
- scalar product
- partitioned data
- databases
- data mining
- distance function
- concept lattice