# Privacy-Preserving Record Linkage — Standards References ## Foundational Papers - Schnell, R., Bachteler, T., and Reiher, J. "Privacy-Preserving Record Linkage Using Bloom Filters." BMC Medical Informatics, 9(1):41, 2009. - Vatsalan, D., Christen, P., and Verykios, V.S. "A Taxonomy of Privacy-Preserving Record Linkage Techniques." Information Systems, 38(6):946-969, 2013. - Randall, S.M. et al. "Privacy-Preserving Record Linkage on Large Real World Datasets." Journal of Biomedical Informatics, 50:205-212, 2014. ## Reference Texts - Christen, P. "Data Matching: Concepts and Techniques for Record Linkage, Entity Resolution, and Duplicate Detection." Springer, 2012. - AIHW (Australian Institute of Health and Welfare) PPRL Implementation Guide ## Tools and Libraries - anonlink (CSIRO Data61): Python library for privacy-preserving record linkage - RecordLinkage R package - LSHTM Secure Anonymised Information Linkage (SAIL) methodology ## Regulatory Context - GDPR Article 89: Safeguards for research processing - GDPR Recital 26: Anonymous vs pseudonymous data - HIPAA Safe Harbor De-identification (45 CFR 164.514(b))