An LSH-Based Blocking Approach with a Homomorphic Matching Technique for Privacy-Preserving Record Linkage.
Dimitrios KarapiperisVassilios S. VerykiosPublished in: IEEE Trans. Knowl. Data Eng. (2015)
Keyphrases
- record linkage
- privacy preserving
- approximate matching
- entity resolution
- privacy preserving data mining
- privacy preservation
- candidate matches
- vertically partitioned data
- record pairs
- multi party
- sensitive information
- private information
- data privacy
- privacy requirements
- private data
- sensitive data
- privacy sensitive
- data perturbation
- secure multiparty computation
- differential privacy
- preserving privacy
- privacy issues
- machine learning
- privacy concerns
- scalar product
- privacy protection
- similarity search
- partitioned data
- decision trees