A distributed framework for scaling Up LSH-based computations in privacy preserving record linkage.
Dimitrios KarapiperisVassilios S. VerykiosPublished in: BCI (2013)
Keyphrases
- privacy preserving
- record linkage
- multi party
- horizontally partitioned data
- horizontally partitioned
- privacy preservation
- privacy preserving data mining
- privacy sensitive
- privacy preserving data mining algorithms
- vertically partitioned data
- privacy guarantees
- partitioned data
- data privacy
- privacy concerns
- privacy protection
- private information
- privacy preserving classification
- sensitive information
- linked data
- privacy issues
- distributed environment
- data perturbation
- scalar product
- naive bayesian classification
- differential privacy
- secure multiparty computation
- preserving privacy
- private data
- data sets
- sensitive data
- data mining