Privacy-preserving record linkage on large real world datasets
Presents probabilistic linkage framework for Schnells bloom filter method. Largest evaluation of bloom filter method for privacy preserving record linkage. Shows bloom filter method suitable for large-scale linkage. No difference in linkage quality between encrypted and unencrypted linkage. Explores practical issues in conducting encrypted record linkage.
record linkage bloom filters privacy preserving record linkage data integration privacy preserving protocols population based research