A taxonomy of privacy-preserving record linkage techniques

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t-Closeness: Privacy Beyond k-Anonymity and l-Diversity

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A guided tour to approximate string matching

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A Theory for Record Linkage

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Network Applications of Bloom Filters: A Survey

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Duplicate Record Detection: A Survey

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Data fusion

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Maximum likelihood estimation via the ECM algorithm: A general framework

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Crowds

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Foundations of Cryptography: Volume 2, Basic Applications

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Untitled work

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Security and Composition of Multiparty Cryptographic Protocols

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Advances in Record-Linkage Methodology as Applied to Matching the 1985 Census of Tampa, Florida

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Adaptive duplicate detection using learnable string similarity measures

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Tools for privacy preserving distributed data mining

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String Comparator Metrics and Enhanced Decision Rules in the Fellegi-Sunter Model of Record Linkage.

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A Survey of Indexing Techniques for Scalable Record Linkage and Deduplication

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Information sharing across private databases

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Collective entity resolution in relational data

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Approximate String Matching

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Secure Multiparty Computation for Privacy-Preserving Data Mining

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Keyword Search and Oblivious Pseudorandom Functions

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Data Quality and Record Linkage Techniques

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Managing gigabytes

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An Efficient Protocol for Secure Two-Party Computation in the Presence of Malicious Adversaries

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Preserving the Privacy of Sensitive Relationships in Graph Data

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Rule Evaluation Measures: A Unifying View

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Learning to match and cluster large high-dimensional data sets for data integration

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Privacy-preserving record linkage using Bloom filters

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Schema Matching and Mapping

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A Comparison of Fast Blocking Methods for Record Linkage

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A Comparison of Personal Name Matching: Techniques and Practical Issues

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Data Quality: Concepts, Methodologies and Techniques (Data-Centric Systems and Applications)

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Journey to Data Quality

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TAILOR: a record linkage toolbox

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An Introduction to Duplicate Detection

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The merge/purge problem for large databases

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Data integration using similarity joins and a word-based information representation language

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Properties of embedding methods for similarity searching in metric spaces

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Quality and Complexity Measures for Data Linkage and Deduplication

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Data fusion

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Febrl -

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Secure and private sequence comparisons

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Privacy-preserving data integration and sharing

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Privacy preserving schema and data matching

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Data Quality and Record Linkage Techniques

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A secure distributed framework for achieving k-anonymity

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Efficient record linkage in large data sets

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Automatic record linkage using seeded nearest neighbour and support vector machine classification

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Domain-independent data cleaning via analysis of entity-relationship graph

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Practical introduction to record linkage for injury research

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Private record matching using differential privacy

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Protocols for Secure Remote Database Access with Approximate Matching

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Some methods for blindfolded record linkage

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Methods for evaluating and creating data quality

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Automatically detecting deceptive criminal identities

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A Constraint Satisfaction Cryptanalysis of Bloom Filters in Private Record Linkage

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Privacy-Preserving Record Linkage

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Computational Complexity

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A Comparison of Approximate String Matching Algorithms

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A Hybrid Approach to Private Record Linkage

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Public good through data linkage: measuring research outputs from the Western Australian Data Linkage System

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Blocking-aware private record linkage

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Effective Counterterrorism and the Limited Role of Predictive Data Mining

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Learning to match and cluster large high-dimensional data sets for data integration

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Efficient privacy-preserving similar document detection

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Accurate Synthetic Generation of Realistic Personal Information

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A parallel general-purpose synthetic data generator

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Private and Threshold Set-Intersection

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Resilient Identity Crime Detection

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Group Linkage

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Efficient Private Record Linkage

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A Secure Protocol for Computing String Distance Metrics

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Quantifying the correctness, computational complexity, and security of privacy-preserving string comparators for record linkage

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Privacy-preserving data linkage protocols

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Privacy-Preserving String Comparisons in Record Linkage Systems: A Review

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Non-adjacent Digrams Improve Matching of Cross-Lingual Spelling Variants

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A simple heuristic for blindfolded record linkage

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Secure Blocking + Secure Matching = Secure Record Linkage

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A framework for accurate, efficient private record linkage

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Fake Injection Strategies for Private Phonetic Matching

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Development and user experiences of an open source data cleaning, deduplication and record linkage system

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Privacy-Preserving Fuzzy Matching Using a Public Reference Table

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Privacy preserving record linkage approaches

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Robust Record Linkage Blocking Using Suffix Arrays and Bloom Filters

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Private medical record linkage with approximate matching.

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Reference table based k-anonymous private blocking

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Quality Measures in Data Mining (Studies in Computational Intelligence)

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Scalable Iterative Graph Duplicate Detection

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A Privacy-Preserving Framework for Integrating Person-Specific Databases

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A Toolbox for Record Linkage

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An Efficient Two-Party Protocol for Approximate Matching in Private Record Linkage

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Evaluation of the encryption procedure and record linkage in the Belgian national cancer registry

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Privacy-Preserving Data Linkage and Geocoding: Current Approaches and Research Directions

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An iterative two-party protocol for scalable privacy-preserving record linkage

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On the Use of Semantic Blocking Techniques for Data Cleansing and Integration

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A privacy preserving efficient protocol for semantic similarity join using long string attributes

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Approaches to Multiple Record Linkage

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Geocode Matching and Privacy Preservation

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On the Use of Semantic Blocking Techniques for Data Cleansing and Integration

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Irreversible encryption method by generation of polynomials

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A Privacy Preserving Framework for Accuracy and Completeness Quality Assessment

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Privacy Preserving Group Linkage

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Advances in Privacy Preserving Record Linkage

Karakasidis, A., & Verykios, V. S. (2011) · Advances in web technologies and engineering book series · doi:10.4018/978-1-61520-871-5.ch003 · Cited by 7 · see citing works

Rule Evaluation Measures

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Sensing as a service model for smart cities supported by Internet of Things

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Private federated learning on vertically partitioned data via entity resolution and additively homomorphic encryption

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Challenges in administrative data linkage for research

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Big Data sources and methods for social and economic analyses

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A note on using the F-measure for evaluating record linkage algorithms

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Blocking and Filtering Techniques for Entity Resolution

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Privacy-Preserving Record Linkage for Big Data: Current Approaches and Research Challenges

Vatsalan, D., Sehili, Z., Christen, P., & Rahm, E. (2017) · Springer eBooks · doi:10.1007/978-3-319-49340-4_25 · Cited by 163 · see citing works

The quality of social determinants data in the electronic health record: a systematic review

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Use and Understanding of Anonymization and De-Identification in the Biomedical Literature: Scoping Review

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Privacy-preserving record linkage on large real world datasets.

Randall, S. M., Ferrante, A. M., Boyd, J. H., Bauer, J. K., & Semmens, J. B. (2014) · Journal of Biomedical Informatics · doi:10.1016/j.jbi.2013.12.003 · Cited by 137 · see citing works

A comprehensive review on privacy preserving data mining

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GUILD: GUidance for Information about Linking Data sets†

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Data Resource Profile: MedicineInsight, an Australian national primary health care database

Busingye, D., Gianacas, C., Pollack, A., Chidwick, K., Merrifield, A., Norman, S., Mullin, B., Hayhurst, R., Blogg, S., Havard, A., et al. (2019) · International Journal of Epidemiology · doi:10.1093/ije/dyz147 · Cited by 127 · see citing works

Die Methoden der sozialwissenschaftlichen Datenerhebung im digitalen Zeitalter

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The emerging landscape of health research based on biobanks linked to electronic health records: Existing resources, statistical challenges, and potential opportunities

Beesley, L. J., Salvatore, M., Fritsche, L. G., Pandit, A., Rao, A., Brummett, C. M., Willer, C. J., Lisabeth, L. D., & Mukherjee, B. (2019) · Statistics in Medicine · doi:10.1002/sim.8445 · Cited by 106 · see citing works

(Almost) all of entity resolution

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Composite Bloom Filters for Secure Record Linkage

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Cryptanalysis of Basic Bloom Filters Used for Privacy Preserving Record Linkage

Niedermeyer, F., Steinmetzer, S., Kroll, M., & Schnell, R. (2014) · Journal of Privacy and Confidentiality · doi:10.29012/jpc.v6i2.640 · Cited by 82 · see citing works

Secure and scalable deduplication of horizontally partitioned health data for privacy-preserving distributed statistical computation

Yigzaw, K. Y., Michalas, A., & Bellika, J. G. (2017) · BMC Medical Informatics and Decision Making · doi:10.1186/s12911-016-0389-x · Cited by 82 · see citing works

Modern Privacy-Preserving Record Linkage Techniques: An Overview

Gkoulalas-Divanis, A., Vatsalan, D., Karapiperis, D., & Kantarcıoğlu, M. (2021) · IEEE Transactions on Information Forensics and Security · doi:10.1109/tifs.2021.3114026 · Cited by 74 · see citing works

An LSH-Based Blocking Approach with a Homomorphic Matching Technique for Privacy-Preserving Record Linkage

Karapiperis, D., & Verykios, V. S. (2014) · IEEE Transactions on Knowledge and Data Engineering · doi:10.1109/tkde.2014.2349916 · Cited by 69 · see citing works

Security and Privacy in Big Data Life Cycle: A Survey and Open Challenges

Koo, J., Kang, G., & Kim, Y. (2020) · Sustainability · doi:10.3390/su122410571 · Cited by 69 · see citing works

Privacy preserving interactive record linkage (PPIRL)

Kum, H., Krishnamurthy, A. K., Machanavajjhala, A., Reiter, M. K., & Ahalt, S. C. (2013) · Journal of the American Medical Informatics Association · doi:10.1136/amiajnl-2013-002165 · Cited by 64 · see citing works

Privacy-preserving matching of similar patients

Vatsalan, D., & Christen, P. (2015) · Journal of Biomedical Informatics · doi:10.1016/j.jbi.2015.12.004 · Cited by 63 · see citing works

The transition from genomics to phenomics in personalized population health

Yurkovich, J. T., Evans, S. J., Rappaport, N., Boore, J. L., Lovejoy, J. C., Price, N. D., & Hood, L. (2023) · Nature Reviews Genetics · doi:10.1038/s41576-023-00674-x · Cited by 61 · see citing works

Fold-stratified cross-validation for unbiased and privacy-preserving federated learning

Bey, R., Goussault, R., Grolleau, F., Benchoufi, M., & Porcher, R. (2020) · Journal of the American Medical Informatics Association · doi:10.1093/jamia/ocaa096 · Cited by 60 · see citing works

Efficient Cryptanalysis of Bloom Filters for Privacy-Preserving Record Linkage

Christen, P., Schnell, R., Vatsalan, D., & Ranbaduge, T. (2017) · Lecture notes in computer science · doi:10.1007/978-3-319-57454-7_49 · Cited by 60 · see citing works

Integration of migrant and refugee data in health information systems in Europe: advancing evidence, policy and practice

Bozorgmehr, K., McKee, M., Muscat, N. A., Bartovic, J., Campos-Matos, I., Gerganova, T.-I., Hannigan, A., Janković, J., Kállayová, D., Kaplan, J., et al. (2023) · The Lancet Regional Health - Europe · doi:10.1016/j.lanepe.2023.100744 · Cited by 64 · see citing works

Precise and Fast Cryptanalysis for Bloom Filter Based Privacy-Preserving Record Linkage

Christen, P., Ranbaduge, T., Vatsalan, D., & Schnell, R. (2018) · IEEE Transactions on Knowledge and Data Engineering · doi:10.1109/tkde.2018.2874004 · Cited by 59 · see citing works

A Clustering-Based Framework to Control Block Sizes for Entity Resolution

Fisher, J., Christen, P., Wang, Q., & Rahm, E. (2015) · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · doi:10.1145/2783258.2783396 · Cited by 56 · see citing works

An Evaluation Framework for Privacy-Preserving Record Linkage

Vatsalan, D., Christen, P., O’Keefe, C. M., & Verykios, V. S. (2014) · Journal of Privacy and Confidentiality · doi:10.29012/jpc.v6i1.636 · Cited by 55 · see citing works

Ecological and individualistic fallacies in health disparities research

Shih, Y. T., Bradley, C. J., & Yabroff, K. R. (2023) · JNCI Journal of the National Cancer Institute · doi:10.1093/jnci/djad047 · Cited by 52 · see citing works

Randomized Response and Balanced Bloom Filters for Privacy Preserving Record Linkage

Schnell, R., & Borgs, C. (2016) · IEEE ... International Conference on Data Mining workshops · doi:10.1109/icdmw.2016.0038 · Cited by 51 · see citing works

Social Genome: Putting Big Data to Work for Population Informatics

Kum, H., Krishnamurthy, A. K., Machanavajjhala, A., & Ahalt, S. C. (2014) · Computer · doi:10.1109/mc.2013.405 · Cited by 49 · see citing works

Mainzelliste SecureEpiLinker (MainSEL): privacy-preserving record linkage using secure multi-party computation

Stammler, S., Kussel, T., Schoppmann, P., Stampe, F., Tremper, G., Katzenbeisser, S., Hamacher, K., & Lablans, M. (2020) · Bioinformatics · doi:10.1093/bioinformatics/btaa764 · Cited by 49 · see citing works

Privacy Preserving Probabilistic Record Linkage (P3RL): a novel method for linking existing health-related data and maintaining participant confidentiality

Schmidlin, K., Clough‐Gorr, K. M., Spoerri, A., & for the SNC study group (2015) · BMC Medical Research Methodology · doi:10.1186/s12874-015-0038-6 · Cited by 49 · see citing works

Patient perspectives on the linkage of health data for research: Insights from an online patient community questionnaire

O'Brien, E. C., Rodríguez, A. M., Kum, H., Schanberg, L. E., Fitz-Randolph, M., O’Brien, S. M., & Setoguchi, S. (2019) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2019.04.003 · Cited by 48 · see citing works

Scalable Privacy-Preserving Record Linkage for Multiple Databases

Vatsalan, D., & Christen, P. (2014) · ACM International Conference on Information and Knowledge Management (CIKM) · doi:10.1145/2661829.2661875 · Cited by 46 · see citing works

Which factors are associated with bone marrow oedema suspicious of axial spondyloarthritis as detected by MRI in the sacroiliac joints and the spine in the general population?

Baraliakos, X., Richter, A., Feldmann, D., Ott, A., Buelow, R., Schmidt, C. O., & Braun, J. (2020) · Annals of the Rheumatic Diseases · doi:10.1136/annrheumdis-2020-218669 · Cited by 42 · see citing works

FEDERAL: A Framework for Distance-Aware Privacy-Preserving Record Linkage

Karapiperis, D., Gkoulalas-Divanis, A., & Verykios, V. S. (2017) · IEEE Transactions on Knowledge and Data Engineering · doi:10.1109/tkde.2017.2761759 · Cited by 41 · see citing works

Systematic Literature Review on the Anonymization of High Dimensional Streaming Datasets for Health Data Sharing

Eze, B., & Peyton, L. (2015) · Procedia Computer Science · doi:10.1016/j.procs.2015.08.353 · Cited by 39 · see citing works

A novel ensemble learning approach to unsupervised record linkage

Jurek, A., Hong, J. S., Chi, Y., & Liu, W. (2017) · Information Systems · doi:10.1016/j.is.2017.06.006 · Cited by 37 · see citing works

An Introduction to Probabilistic Record Linkage with a Focus on Linkage Processing for WTC Registries

Asher, J., Resnick, D. M., Brite, J., Brackbill, R. M., & Cone, J. E. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17186937 · Cited by 37 · see citing works

Efficient two-party private blocking based on sorted nearest neighborhood clustering

Vatsalan, D., Christen, P., & Verykios, V. S. (2013) · ACM International Conference on Information and Knowledge Management (CIKM) · doi:10.1145/2505515.2505757 · Cited by 35 · see citing works

Issues and Challenges in Census Taking

Skinner, C. J. (2017) · Annual Review of Statistics and Its Application · doi:10.1146/annurev-statistics-041715-033713 · Cited by 35 · see citing works

Probabilistic Prediction of Privacy Risks in User Search Histories

Biega, J., Mele, I., & Weikum, G. (2014) · doi:10.1145/2663715.2669609 · Cited by 34 · see citing works

Application of Privacy-Preserving Techniques in Operational Record Linkage Centres

Boyd, J., Randall, S. M., & Ferrante, A. M. (2015) · Springer eBooks · doi:10.1007/978-3-319-23633-9_11 · Cited by 34 · see citing works

A Graph Matching Attack on Privacy-Preserving Record Linkage

Vidanage, A., Christen, P., Ranbaduge, T., & Schnell, R. (2020) · ACM International Conference on Information and Knowledge Management (CIKM) · doi:10.1145/3340531.3411931 · Cited by 34 · see citing works

Blockchain-based Privacy-Preserving Record Linkage: enhancing data privacy in an untrusted environment

Nóbrega, T., Pires, C. E. S., & Nascimento, D. C. (2021) · Information Systems · doi:10.1016/j.is.2021.101826 · Cited by 33 · see citing works

A methodological assessment of privacy preserving record linkage using survey and administrative data

Mirel, L. B., Resnick, D. M., Aram, J., & Cox, C. S. (2022) · Statistical Journal of the IAOS · doi:10.3233/sji-210891 · Cited by 32 · see citing works

A fast and efficient Hamming LSH-based scheme for accurate linkage

Karapiperis, D., & Verykios, V. S. (2016) · Knowledge and Information Systems · doi:10.1007/s10115-016-0919-y · Cited by 31 · see citing works

Probabilistic data structures in smart city: Survey, applications, challenges, and research directions

Kumar, M., & Singh, A. (2022) · Journal of Ambient Intelligence and Smart Environments · doi:10.3233/ais-220101 · Cited by 32 · see citing works

Evaluating privacy-preserving record linkage using cryptographic long-term keys and multibit trees on large medical datasets

Brown, A., Borgs, C., Randall, S. M., & Schnell, R. (2017) · BMC Medical Informatics and Decision Making · doi:10.1186/s12911-017-0478-5 · Cited by 30 · see citing works

Estimating parameters for probabilistic linkage of privacy-preserved datasets

Brown, A., Randall, S. M., Ferrante, A. M., Semmens, J. B., & Boyd, J. (2017) · BMC Medical Research Methodology · doi:10.1186/s12874-017-0370-0 · Cited by 29 · see citing works

The effects of incidental findings from whole-body MRI on the frequency of biopsies and detected malignancies or benign conditions in a general population cohort study

Richter, A., Sierocinski, E., Singer, S., Bülow, R., Hackmann, C., Chenot, J., & Schmidt, C. O. (2020) · European Journal of Epidemiology · doi:10.1007/s10654-020-00679-4 · Cited by 26 · see citing works

Taxonomy of Attacks on Privacy-Preserving Record Linkage

Vidanage, A., Ranbaduge, T., Christen, P., & Schnell, R. (2022) · Journal of Privacy and Confidentiality · doi:10.29012/jpc.764 · Cited by 26 · see citing works

Statistical Data Privacy: A Song of Privacy and Utility

Slavković, A., & Seeman, J. (2022) · Annual Review of Statistics and Its Application · doi:10.1146/annurev-statistics-033121-112921 · Cited by 29 · see citing works

Scalable Privacy-Preserving Linking of Multiple Databases Using Counting Bloom Filters

Vatsalan, D., Christen, P., & Rahm, E. (2016) · IEEE ... International Conference on Data Mining workshops · doi:10.1109/icdmw.2016.0130 · Cited by 25 · see citing works

Distance-Aware Encoding of Numerical Values for Privacy-Preserving Record Linkage

Karapiperis, D., Gkoulalas-Divanis, A., & Verykios, V. S. (2017) · IEEE International Conference on Data Engineering (ICDE) · doi:10.1109/icde.2017.58 · Cited by 25 · see citing works

An iterative two-party protocol for scalable privacy-preserving record linkage

Vatsalan, D., & Christen, P. (2012) · ANU Open Research (Australian National University) · Cited by 23 · see citing works

R-Susceptibility

Biega, J., Gummadi, K. P., Mele, I., Milchevski, D., Tryfonopoulos, C., & Weikum, G. (2016) · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · doi:10.1145/2911451.2911533 · Cited by 22 · see citing works

Ensuring Privacy When Integrating Patient-Based Datasets: New Methods and Developments in Record Linkage

Brown, A., Ferrante, A. M., Randall, S. M., Boyd, J., & Semmens, J. B. (2017) · Frontiers in Public Health · doi:10.3389/fpubh.2017.00034 · Cited by 23 · see citing works

Privacy Preserving Record Linkage with PPJoin.

Sehili, Z., Kolb, L., Borgs, C., Schnell, R., & Rahm, E. (2015) · Cited by 22 · see citing works

Privacy-Preserving Deep Learning Based Record Linkage

Ranbaduge, T., Vatsalan, D., & Ding, M. (2023) · IEEE Transactions on Knowledge and Data Engineering · doi:10.1109/tkde.2023.3342757 · Cited by 22 · see citing works

Privacy, Security, and Legal Issues in the Health Cloud: Structured Review for Taxonomy Development

Zandesh, Z. (2024) · JMIR Formative Research · doi:10.2196/38372 · Cited by 21 · see citing works

A blinded evaluation of privacy preserving record linkage with Bloom filters

Randall, S. M., Wichmann, H., Brown, A., Boyd, J., Eitelhuber, T., Merchant, A., & Ferrante, A. M. (2022) · BMC Medical Research Methodology · doi:10.1186/s12874-022-01510-2 · Cited by 23 · see citing works

Scalable Blocking for Privacy Preserving Record Linkage

Karakasidis, A., Koloniari, G., & Verykios, V. S. (2015) · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · doi:10.1145/2783258.2783290 · Cited by 21 · see citing works

The Past, Present and Future of the German Record Linkage Center (GRLC)

Antoni, M., & Schnell, R. (2017) · Jahrbücher für Nationalökonomie und Statistik · doi:10.1515/jbnst-2017-1004 · Cited by 21 · see citing works

An efficient privacy-preserving record linkage technique for administrative data and censuses

Schnell, R. (2014) · Statistical Journal of the IAOS · doi:10.3233/sji-140833 · Cited by 20 · see citing works

Secure Approximate String Matching for Privacy-Preserving Record Linkage

Essex, A. (2019) · IEEE Transactions on Information Forensics and Security · doi:10.1109/tifs.2019.2903651 · Cited by 20 · see citing works

Clustering-Based Scalable Indexing for Multi-party Privacy-Preserving Record Linkage

Ranbaduge, T., Vatsalan, D., & Christen, P. (2015) · Lecture notes in computer science · doi:10.1007/978-3-319-18032-8_43 · Cited by 19 · see citing works

Sorted Nearest Neighborhood Clustering for Efficient Private Blocking

Vatsalan, D., & Christen, P. (2013) · Lecture notes in computer science · doi:10.1007/978-3-642-37456-2_29 · Cited by 19 · see citing works

Parallel Privacy-preserving Record Linkage using LSH-based Blocking

Franke, M., Sehili, Z., & Rahm, E. (2018) · International Conference on Internet of Things, Big Data and Security (IoTBDS) · doi:10.5220/0006682701950203 · Cited by 18 · see citing works

Hashing-Based Distributed Multi-party Blocking for Privacy-Preserving Record Linkage

Ranbaduge, T., Vatsalan, D., Christen, P., & Verykios, V. S. (2016) · Lecture notes in computer science · doi:10.1007/978-3-319-31750-2_33 · Cited by 18 · see citing works

Incremental clustering techniques for multi-party Privacy-Preserving Record Linkage

Vatsalan, D., Christen, P., & Rahm, E. (2020) · Data & Knowledge Engineering · doi:10.1016/j.datak.2020.101809 · Cited by 18 · see citing works

HIDE: Short IDs for Robust and Anonymous Linking of Users Across Multiple Sessions in Small HCI Experiments

Sandnes, F. E. (2021) · CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA) · doi:10.1145/3411763.3451794 · Cited by 19 · see citing works

Does Big Data Change the Privacy Landscape? A Review of the Issues

Keller‐McNulty, S., Shipp, S. S., & Schroeder, A. D. (2016) · Annual Review of Statistics and Its Application · doi:10.1146/annurev-statistics-041715-033453 · Cited by 18 · see citing works

A distributed near-optimal LSH-based framework for privacy-preserving record linkage

Karapiperis, D., & Verykios, V. S. (2014) · Computer Science and Information Systems · doi:10.2298/csis140215040k · Cited by 18 · see citing works

A Survey of Blocking and Filtering Techniques for Entity ResolutionPreprint

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Rescriber: Smaller-LLM-Powered User-Led Data Minimization for LLM-Based Chatbots

Zhou, J., Xu, E., Wu, Y., & Li, T. (2025) · Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems · doi:10.1145/3706598.3713701 · Cited by 17 · see citing works

Classification-Based Record Linkage With Pseudonymized Data for Epidemiological Cancer Registries

Siegert, Y., Jiang, X., Krieg, V., & Bartholomäus, S. (2016) · IEEE Transactions on Multimedia · doi:10.1109/tmm.2016.2598482 · Cited by 17 · see citing works

Balancing Privacy and Information Disclosure in Interactive Record Linkage with Visual Masking

Ragan, E. D., Kum, H., Ilangovan, G., & Wang, H. (2018) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3173574.3173900 · Cited by 17 · see citing works

Big Data: Some Ethical Concerns for the Social Sciences

Weinhardt, M. (2021) · Social Sciences · doi:10.3390/socsci10020036 · Cited by 20 · see citing works

“I Never Thought About Securing My Machine Learning Systems”: A Study of Security and Privacy Awareness of Machine Learning Practitioners

Boenisch, F., Battis, V., Buchmann, N., & Poikela, M. E. (2021) · Mensch und Computer (MuC) · doi:10.1145/3473856.3473869 · Cited by 17 · see citing works

PrivBV: Distance-aware encoding for distributed data with local differential privacy

Sun, L., Ping, G., & Ye, X. (2021) · Tsinghua Science & Technology · doi:10.26599/tst.2021.9010027 · Cited by 17 · see citing works

A distributed framework for scaling Up LSH-based computations in privacy preserving record linkage

Karapiperis, D., & Verykios, V. S. (2013) · Balkan Conference in Informatics · doi:10.1145/2490257.2490258 · Cited by 17 · see citing works

Privacy preserving record linkage for public health action: opportunities and challenges

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Efficient protocols for private record linkage

Wen, Z. A., & Dong, C. (2014) · ACM Symposium on Applied Computing · doi:10.1145/2554850.2555001 · Cited by 16 · see citing works

Privacy Preserving Probabilistic Record Linkage Without Trusted Third Party

Lazrig, I., Ong, T. C., Ray, I., Ray, I., Jiang, X., & Vaidya, J. S. (2018) · Conference on Privacy, Security and Trust · doi:10.1109/pst.2018.8514192 · Cited by 16 · see citing works

Challenges for privacy preservation in data integration

Christen, P., Vatsalan, D., & Verykios, V. S. (2014) · Journal of Data and Information Quality · doi:10.1145/2629604 · Cited by 15 · see citing works

Unlocking Potential within Health Systems Using Privacy-Preserving Record Linkage: Exploring Chronic Kidney Disease Outcomes through Linked Data Modelling

Lim, D., Randall, S. M., Robinson, S., Thomas, E., Williamson, J., Chakera, A., Napier, K. R., Schwan, C., Manuel, J., Betts, K. S., et al. (2022) · Applied Clinical Informatics · doi:10.1055/s-0042-1757174 · Cited by 15 · see citing works

Large-Scale Multi-party Counting Set Intersection Using a Space Efficient Global Synopsis

Karapiperis, D., Vatsalan, D., Verykios, V. S., & Christen, P. (2015) · Lecture notes in computer science · doi:10.1007/978-3-319-18123-3_20 · Cited by 15 · see citing works

Good Practice Data Linkage (GPD): A Translation of the German Version

March, S., Andrich, S., Drepper, J., Horenkamp‐Sonntag, D., Icks, A., Ihle, P., Kieschke, J., Kollhorst, B., Maier, B., Meyer, I., et al. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17217852 · Cited by 15 · see citing works

Optimization of the mainzelliste software for fast privacy-preserving record linkage

Rohde, F., Franke, M., Sehili, Z., Lablans, M., & Rahm, E. (2021) · Journal of Translational Medicine · doi:10.1186/s12967-020-02678-1 · Cited by 14 · see citing works

Rechtliche Rahmenbedingungen der Organisationsdatenforschung

Grenzer, M., Meyer, I., Schuster, H., & Gebel, T. (2017) · Springer eBooks · doi:10.1007/978-3-658-08493-6_8 · Cited by 13 · see citing works

Record linkage based patient intersection cardinality for rare disease studies using Mainzelliste and secure multi-party computation

Kussel, T., Brenner, T., Tremper, G., Schepers, J., Lablans, M., & Hamacher, K. (2022) · Journal of Translational Medicine · doi:10.1186/s12967-022-03671-6 · Cited by 13 · see citing works

A Vulnerability Assessment Framework for Privacy-preserving Record Linkage

Vidanage, A., Christen, P., Ranbaduge, T., & Schnell, R. (2023) · ACM Transactions on Privacy and Security · doi:10.1145/3589641 · Cited by 13 · see citing works

A systematic review on privacy-preserving distributed data mining

Sun, C., Ippel, L., Dekker, A. L. A. J., Dumontier, M., & van Soest, J. (2021) · Data Science · doi:10.3233/ds-210036 · Cited by 12 · see citing works

Human rights as a topic and guide for LIS research and practice

Mathiesen, K. (2015) · Journal of the Association for Information Science and Technology · doi:10.1002/asi.23293 · Cited by 13 · see citing works

Privacy preserving record linkage in the presence of missing values

Chi, Y., Hong, J. S., Jurek, A., Liu, W., & O’Reilly, D. (2017) · Information Systems · doi:10.1016/j.is.2017.07.001 · Cited by 13 · see citing works

Overview and taxonomy of techniques for privacy-preserving record linkage

Prof, A., & Christen, P. (2014)

Privacy‐preserving record linkage

Verykios, V. S., & Christen, P. (2013) · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · doi:10.1002/widm.1101 · Cited by 11 · see citing works

Scalable and approximate privacy-preserving record linkage

Vatsalan, D. (2014) · ANU Open Research (Australian National University) · doi:10.25911/5d739004a7846 · Cited by 5 · see citing works

Modern Privacy-Preserving Record Linkage Techniques: An Overview

Gkoulalas-Divanis, A., Vatsalan, D., Karapiperis, D., & Kantarcıoğlu, M. (2021) · IEEE Transactions on Information Forensics and Security · doi:10.1109/tifs.2021.3114026 · Cited by 74 · see citing works

A Tutorial on Techniques for Scalable Privacy-preserving Record Linkage

Christen, P., Verykios, V. S., & Vatsalan, D. (2013)