Fairness and Cost Constrained Privacy-Aware Record Linkage. (arXiv:2206.15089v1 [cs.CR])

Record linkage algorithms match and link records from different databases
that refer to the same real-world entity based on direct and/or
quasi-identifiers, such as name, address, age, and gender, available in the
records. Since these identifiers generally contain personal identifiable
information (PII) about the entities, record linkage algorithms need to be
developed with privacy constraints. Known as privacy-preserving record linkage
(PPRL), many research studies have been conducted to perform the linkage on
encoded and/or encrypted identifiers. Differential privacy (DP) combined …

cost fairness privacy