A distributed near-optimal LSH-based framework for privacy-preserving record linkage.
Dimitrios KarapiperisVassilios S. VerykiosPublished in: Comput. Sci. Inf. Syst. (2014)
Keyphrases
- privacy preserving
- record linkage
- multi party
- horizontally partitioned data
- privacy preserving data mining
- privacy sensitive
- horizontally partitioned
- privacy preservation
- partitioned data
- vertically partitioned data
- secure multiparty computation
- data privacy
- privacy preserving data mining algorithms
- privacy concerns
- privacy protection
- private information
- differential privacy
- machine learning
- sensitive information
- privacy preserving association rule mining
- linked data
- data perturbation
- privacy guarantees
- sensitive data
- homomorphic encryption
- user privacy
- dimensionality reduction
- data model
- data publishing
- databases
- data sets