A Comparison of Statistical Linkage Keys with Bloom Filter-based Encryptions for Privacy-preserving Record Linkage using Real-world Mammography Data.
Rainer SchnellAnke RichterChristian BorgsPublished in: HEALTHINF (2017)
Keyphrases
- record linkage
- privacy preserving
- data privacy
- real world
- privacy sensitive
- privacy preserving data mining
- horizontally partitioned data
- private information
- vertically partitioned data
- disclosure risk
- sensitive information
- privacy concerns
- sensitive data
- data sets
- private data
- data transformation
- privacy issues
- data analysis
- original data
- differentially private
- machine learning
- multi party
- data sources
- personal data
- data mining
- privacy protection
- preserving privacy
- data perturbation
- horizontally partitioned
- data collection