A taxonomy of privacy-preserving record linkage techniques

Vatsalan, Dinusha, Christen, Peter, Verykios, Vassilios S.·2013·Information Systems

Cited by (296)

Items 201–296 of 296

  1. Privacy preserving mechanisms for optimizing cross-organizational collaborative decisions based on the Karmarkar algorithm
    Hui Zhu, Hongwei Liu, Carol Xiaojuan Ou, Robert M. Davison, Zherui Yang · 2017 · Information Systems
  2. Privacy-Enhanced Fraud Detection with Bloom Filters
    Daniel Arp, Erwin Quiring, Tammo Krueger, Stanimir Dragiev, Konrad Rieck · 2018 · Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
  3. An Overview of Big Data Issues in Privacy-Preserving Record Linkage
    Dinusha Vatsalan, Dimitrios Karapiperis, Aris Gkoulalas-Divanis · 2019 · Lecture notes in computer science
  4. Privacy-Preserving Record Linkage with Block-Chains
    Apoorva Jain, Nisheeth Srivastava · 2022 · Lecture notes in networks and systems
  5. A Privacy-Preserving Record Linkage Method Based on Secret Sharing and Blockchain
    Shumin Han, Zikang Wang, Qiang Zhao, Derong Shen, Chuang Wang, Yangyang Xue · 2025 · Applied System Innovation
  6. A Review of Privacy Preserving Mechanisms for Record Linkage
    Luca Bonomi, Liyue Fan, Li Xiong · 2015 · Springer eBooks
  7. Rechtliche Rahmenbedingungen der Organisationsdatenforschung
    Matthis Grenzer, Ines Meyer, Heidi Schuster, Tobias Gebel · 2017 · Springer eBooks
  8. Statistical limitations of sensitive itemset hiding methods
    Shalini Jangra, Durga Toshniwal, Clifton Chris · 2023 · Applied Intelligence
  9. Advanced record linkage methods and privacy aspects for population reconstruction
    Peter Christen · 2014 · ANU Open Research (Australian National University)
  10. Attribute association based privacy preservation for multi trust level environment
    R. Praveena Priyadarsini, Muniyappan Lakshapalam Valarmathi, S. Sivakumari · 2015 · Sadhana
  11. Scalable Private Blocking Technique for Privacy-Preserving Record Linkage
    Shumin Han, Derong Shen, Tiezheng Nie, Yue Kou, Ge Yu · 2016 · Lecture notes in computer science
  12. Efficient private multi-party numerical records matching
    Shumin Han, Derong Shen, Tiezheng Nie, Yue Kou, Ge Yu · 2020 · Frontiers of Computer Science
  13. A private entity matching approach for multiple databases
    Shumin Han, Derong Shen, Tiezheng Nie, Yue Kou, Ge Yu · 2020 · Journal of Intelligent & Fuzzy Systems
  14. Towards Auditable and Intelligent Privacy-Preserving Record Linkage
    Thiago Nóbrega, Carlos Eduardo Santos Pires, Dimas Cassimiro Nascimento · 2021 · Simpósio Brasileiro de Bancos de Dados (SBBD)
  15. [Vision Paper] Privacy-Preserving Data Integration
    Lisa Trigiante, Domenico Beneventano, Sonia Bergamaschi · 2023 · IEEE International Conference on Big Data (BigData)
  16. Privacy Preserving Data Mining using Jaya based Genetic Algorithm
    Et al. Srutipragyan Swain · 2023 · International Journal on Recent and Innovation Trends in Computing and Communication
  17. Digital Privacy Under Attack: Challenges and Enablers
    Baobao Song, Shiva Raj Pokhrel, Mengyue Deng, Qiujun Lan, Robin Doss, Tianqing Zhu, Gang Li · 2025 · ACM Computing Surveys
  18. Machine Learning for Efficient Integration of Record Systems for Missing US Service Members
    Julia D. Warnke-Sommer, Franklin E. Damann · 2019 · IEEE International Conference on Data Science and Advanced Analytics (DSAA)
  19. Record Linkage based Patient Intersection Cardinality for Rare Disease Studies using Mainzelliste and Secure Multi-Party Computation
    Tobias Kussel, Torben Brenner, Galina Tremper, Josef Schepers, Martin Lablans, Kay Hamacher · 2022 · Research Square
  20. Record Linkage
    Peter Christen, William E. Winkler · 2016 · Encyclopedia of Machine Learning and Data Mining
  21. Privacy-Preserving Data Sharing for Medical Research
    Michael J. Fischer, Jonathan E. Hochman, Daniel J. Boffa · 2021 · Lecture notes in computer science
  22. Enhancing Privacy in Lightweight Data Encoding for Sensitive Applications
    Yan Wang, Min Xu, Sheng Zhong · 2025 · IEEE Access
  23. EUPID—configurable privacy-preserving record linkage in federated health data spaces
    Dieter Hayn, Emanuel Sandner, Martin Baumgartner, Bernhard Jammerbund, Fabian Wiesmüller, Stefan Beyer, Hannah Vinatzer, Angelika Rzepka, Klaus Donsa, Karl Kreiner et al. · 2026 · Frontiers in Digital Health
  24. Information leakage in the practical linking of sensitive data: Parties, protocols, and adversaries
    Peter Christen, Rainer Schnell, Anushka Vidanage · 2026 · Information Systems
  25. Avaliação Empírica de Técnicas de Comparação Privada Aplicadas na Resolução de Entidades
    Thiago Nóbrega, Carlos Eduardo Santos Pires, Tiago Brasileiro Araújo · 2016 · Simpósio Brasileiro de Bancos de Dados (SBBD)
  26. Optimal Privacy Preserving Scheme Based on Modified ANN and PSO in Cloud
    N. G. Nageswari Amma, F. Ramesh Dhanaseelan · 2018 · International Journal of Enterprise Information Systems
  27. SMSPPRL: A Similarity Matching Strategy for Privacy Preserving Record Linkage
    Vijay Maruti Shelake, Narendra M. Shekokar · 2020 · International Conference on Parallel, Distributed and Grid Computing (PDGC)
  28. Framework
    Akihiro Sato · 2014 · Springer eBooks
  29. Optimal Privacy Preserving Scheme Based on Modified ANN and PSO in Cloud
    N. G. Nageswari Amma, F. Ramesh Dhanaseelan · 2021 · IGI Global eBooks
  30. A supervised record linkage approach for anomaly detection in insurance assets granular data
    Vittoria La Serra, Emiliano Svezia · 2024 · Quality & Quantity
  31. Implementation Issues of a New Universal Personal Identifier: The Case of Hungarian Digital Citizenship
    Gábor Klimkó, József Károly Kiss, Péter József Kiss · 2024 · Lecture notes in computer science
  32. Record Linkage in Data Warehousing
    Alfredo Cuzzocrea, Laura Puglisi · 2014 · Advances in information quality and management
  33. Improved scalability in mining using ontology record linkage algorithm
    T. Prabhu, C. Suresh Gnana Dhas · 2018 · Computers & Electrical Engineering
  34. Linked-Employer-Employee (LEE) Daten in der Organisationsforschung
    Michael Weinhardt, Peter Jacobebbinghaus, Stefan Liebig · 2016 · Springer eBooks
  35. Matching Anonymized Individuals with Errors for Service Systems
    Wai Kin Victor Chan · 2019 · Springer proceedings in business and economics
  36. Verwendung von Zensus-Paradaten unter besonderer Berücksichtigung von Namensverteilungen
    Rainer Schnell · 2020 · Springer eBooks
  37. Homomorphic Analysis of Privacy-Preserving Psychological Medical Records
    V. Kakulapati, S. Sai Teja · 2021 · Learning and analytics in intelligent systems
  38. Towards Auditable and Intelligent Privacy-Preserving Record Linkage
    Thiago Nóbrega, Carlos Eduardo Santos Pires, Dimas Cassimiro Nascimento · 2023 · Simpósio Brasileiro de Bancos de Dados (SBBD)
  39. Privacy-Preserving Data Integration for Digital Justice
    Lisa Trigiante, Domenico Beneventano, Sonia Bergamaschi · 2023 · Lecture notes in computer science
  40. Privacy-Preserving Patient Tracking for Phase 1 Clinical Trials
    Hanna Farah · 2015 · uO Research (University of Ottawa)
  41. Exploring the value of big data analysis of Twitter tweets and share prices
    Peter Wlodarczak · 2017 · University of Southern Queensland ePrints (University of Southern Queensland)
  42. Design and Evaluation of Web-Based Economic Indicators: A Big Data Analysis Approach
    María Desamparados Soriano · 2019
  43. Collaborative Technologies and Data Science in Artificial Intelligence Applications
    CODASSCA (Veranstaltung) 2020 Online, Aram Hajian, Nelson Baloian, Tomoo Inoue, Wolfram J. Luther, Logos Verlag Berlin · 2020 · Logos Verlag Berlin eBooks
  44. Counteracting Bloom Filter Encoding Techniques for Private Record Linkage
    Vasundhara Sharma · 2015 · Scholarship@Western (Western University)
  45. Social Genome Mining for Crisis Prediction
    Peter Wlodarczak, Siyu Qian, Mustafa Ally, Jeffrey Soar · 2015 · SSRN Electronic Journal
  46. Record linkage using fuzzy sets for detecting suspicious financial ransactions
    Sezi Çevik Onar, Başar Öztayşi, Cengiz Kahraman · 2015 · Advances in intelligent systems research/Advances in Intelligent Systems Research
  47. Recent Advances in Object Identification
    Carlo Batini, Monica Scannapieco · 2016 · Data-centric systems and applications
  48. Towards Privacy-Preserving Record Linkage with Record-Wise Linkage Policy
    Takahito Kaiho, Wen-jie Lu, Toshiyuki Amagasa, Jun Sakuma · 2017 · Lecture notes in computer science
  49. MERA
    Daniel Fernández-Álvarez, José Emilio Labra Gayo, Daniel Gayo-Avello, Patricia Ordóñez de Pablos · 2017 · International Journal on Semantic Web and Information Systems
  50. Using Wavelets for Matching Records Privately
    Theodosios C. Theodosiou, Dimitrios Karapiperis, Vassilios S. Verykios · 2017 · Panhellenic Conference on Informatics
  51. Options for encoding names for data linking at the Australian Bureau of Statistics
    Chris Culnane, Benjamin I. P. Rubinstein, Vanessa Teague · 2018 · arXiv (Cornell University)
  52. AIBD-A Data-Driven Model for Ontology Property Alignment
    Mansir Abubakar · 2019 · International Journal of Advanced Trends in Computer Science and Engineering
  53. Secure Two-Party Protocol for Privacy-Preserving Classification via Differential Privacy
    Manish Kumar · 2019
  54. Peer Review #2 of "Record linkage of banks and municipalities through multiple criteria and neural networks (v0.2)"
    2020 · PeerJ Computer Science
  55. Peer Review #1 of "Record linkage of banks and municipalities through multiple criteria and neural networks (v0.1)"
    2020 · PeerJ Computer Science
  56. Peer Review #2 of "Record linkage of banks and municipalities through multiple criteria and neural networks (v0.1)"
    2020 · PeerJ Computer Science
  57. Peer Review #1 of "Record linkage of banks and municipalities through multiple criteria and neural networks (v0.2)"
    2020 · PeerJ Computer Science
  58. Simulating Name-like Vectors for Testing Large-scale Entity Resolution
    Samudra Herath, Matthew Roughan, Gary F. V. Glonek · 2020 · arXiv (Cornell University)
  59. Record Linkage als zentraler Baustein der Forschung mit Registern und Big Data-Nutzungen
    Rainer Schnell · 2020 · Schriftenreihe der ASI
  60. Accurate and Efficient Suffix Tree Based Privacy-Preserving String Matching
    Sirintra Vaiwsri, Thilina Ranbaduge, Peter Christen, Kee Siong Ng · 2021 · arXiv (Cornell University)
  61. A Study on Efficient and Secure Set Similarity Joins
    SilqueiraHicksonCruz Mateus · 2018 · Terrestrial Environment Research Center (University of Tsukuba)
  62. A Comparison Framework for Product Matching Algorithms
    Jeremy Foxcroft · 2021 · The Atrium (University of Guelph)
  63. Some of Entity Resolution.
    Olivier Binette, Rebecca Carter Steorts · 2021 · arXiv (Cornell University)
  64. References
    Katie L. Harron, Harvey Goldstein, Chris J L Dibben · 2015 · Wiley series in probability and statistics
  65. Peer Review #3 of "Record linkage of banks and municipalities through multiple criteria and neural networks (v0.2)"
    2020 · PeerJ Computer Science
  66. Peer Review #3 of "Record linkage of banks and municipalities through multiple criteria and neural networks (v0.1)"
    2020 · PeerJ Computer Science
  67. Secure Approximate String Matching using Homomorphic Encryption for Privacy-preserving Record Linkage
    Shahidul Islam Khan, Rakib Hosen, Iqbal Hossain · 2022 · Preprints.org
  68. Privacy-preserving personal data analysis
    Chang Sun · 2022
  69. Generating-Set Evaluation of Bloom Filter Hardening Techniques in Private Record Linkage
    Karin Mortl, Rinku Dewri · 2022 · Lecture notes in computer science
  70. Privacy-Preserving Record Linkage for Real-World Data
    Tianyu Zhan, Yixin Fang, Weili He · 2023 · Springer eBooks
  71. Performance Evaluation of Secure Association Rule Mining Method over Distributed Databases Using FDM, Secure Scalar Dot Product, Data Perturbation and RSA Techniques
    Murtaza Saadique Basha, J.Sumithra Devi · 2024 · International Conference on Data Engineering and Communication Systems (ICDECS)
  72. One-Hot Encoding and Bloom Filter Encoding in the Context of Privacy Preserving Record Linkage (PPRL)
    Yanling Chen · 2025 · Lecture notes in computer science
  73. Privacy-Preserving Data Integration for Recidivism Assessment
    Lisa Trigiante, Domenico Beneventano, Sonia Bergamaschi · 2025 · International Journal of Computer Applications
  74. Privacy-Preserving Screening for Record Linkage
    Chenyu Huang, Fan Zhang, Huangxun Chen, Yongjun Zhao, Huaming Rao, Peng Chen, Danqing Huang · 2025 · IEEE International Conference on Data Engineering (ICDE)
  75. Analysis on Rolling Re-Pseudonymization without Accessing Plaintext Data for Distributed Secure Information Discovery
    Sascha Peitzsch, Hannes Restel, Ulrich Meissen · 2025 · International Conference on Cryptography, Security and Privacy (CSP)
  76. Enhancing bookkeeper decision support through graph representation learning for bank reconciliation
    Justin Munoz, Mahdi Jalili, Laleh Tafakori · 2025 · The Journal of Finance and Data Science
  77. Additional file 1 of A blinded evaluation of privacy preserving record linkage with Bloom filters
    Sean M. Randall, Helen Wichmann, Adrian Brown, James Boyd, Tom Eitelhuber, Alexandra Merchant, Anna M. Ferrante · 2022 · Figshare
  78. A Survey of Text Deduplication: From Syntactic Matching to Semantic Understanding
    Jeongmin Kim, Yeonsu Park · 2026 · IEEE Access
  79. Accuracy of an XGBoost-based privacy preserving record linkage system compared with an electronic health record patient matching module in identifying patients shared between nearby academic health centers
    Douglas S. Bell, Tawny Saleh, Fernando Javier Sanz Vidorreta, Cenan Pirani, Joshua M. Pevnick, Robert A. Jenders, Spencer L. SooHoo · 2026 · Journal of the American Medical Informatics Association
  80. The use of differential privacy for privacy-preserving record linkage: Protecting the bits but not the people
    Sumayya Ziyad, Peter Christen, Rainer Schnell, Lucas Lange, Anushka Vidanage · 2026 · Information Systems
  81. Detecting inference attacks involving sensor data
    Paul Lachat · 2024
  82. Learning from Encoded Patterns: A Recurrence Plot Approach for Privacy-Preserving Record Linkage
    Thiago Nóbrega, Tiago Brasileiro Araújo, Carlos Eduardo Santos Pires, Dimas Cassimiro Nascimento, Demetrio Gomes Mestre, Kostas Stefanidis · 2026 · ACM Symposium on Applied Computing
  83. Beyond archetypes: Creating behavior-aware synthetic building populations through probabilistic multi-source data integration for multi-domain urban analysis
    Milad Latifi, Claudia Zucca, Martijn C. Willemsen · 2026 · Building and Environment
  84. Multi-LLM Record Linkage: A Comparative Analysis Framework for Co-Residence Pattern Discovery
    Muzakkiruddin Ahmed Mohammed, John R. Talburt, Aatif Muhammad Althaf, Mariofanna Milanova · 2026 · Communications in computer and information science
  85. xDup: Privacy-Preserving Deduplication for Humanitarian Organizations Using Fuzzy PSI
    Tim Rausch, Sylvain Chatel, Wouter Lueks · 2026 · IEEE Symposium on Security and Privacy (S&P)
  86. Human-Interactive Linkage
    Dinusha Vatsalan, Hassan Asghar, Mohamed Ali Kâafar · 2026 · Advances in information security
  87. Data Encoding
    Dinusha Vatsalan, Hassan Asghar, Mohamed Ali Kâafar · 2026 · Advances in information security
  88. The Pressing Need for Privacy-Preservation in Modern Data Linkage
    Dinusha Vatsalan, Hassan Asghar, Mohamed Ali Kâafar · 2026 · Advances in information security
  89. Blocking and Computational Aspects
    Dinusha Vatsalan, Hassan Asghar, Dali Kaafar · 2026 · Advances in information security
  90. Privacy Implications on Record Linkage
    Dinusha Vatsalan, Hassan Asghar, Mohamed Ali Kâafar · 2026 · Advances in information security
  91. Machine Learning Techniques for Linkage
    Dinusha Vatsalan, Hassan Asghar, Mohamed Ali Kâafar · 2026 · Advances in information security
  92. Risks, Threats and Way-Outs to Protecting Privacy in Tech-Environment: Finding Technical Solutions to Safeguard Privacy of Individuals
    Indranath Gupta · 2026 · Springer eBooks
  93. Privacy engineering in Smart Home (SH) systems: A comprehensive Privacy Threat Analysis (PTA) and risk management approach
    Emmanuel Dare Alalade, Mohammed Mahyoub, Ashraf Matrawy · 2026 · Computers & Security
  94. iDatos: A metadata-driven production infrastructure for large-scale record linkage and master data integration in official statistics
    Bencomo Domínguez-Martín, Jesús-Alberto González-Yanes, Rafael Betancor-Villalba · 2026 · Array
  95. Privacy-Preserving Linkage of Distributed Biological, Clinical, and Imaging Data Supporting Artificial Intelligence in Pediatric Oncology
    Dieter Hayn, Martin Baumgartner, Karl Kreiner, Emanuel Sandner, Bernhard Jammerbund, Martin Schalling, Ulrike Pöetschger, Vanessa Düster, Blanca Martínez de las Heras, Adela Cañete-Nieto et al. · 2026 · Methods of Information in Medicine
  96. AnonAgentBench: Measuring Coding-Agent Utility Under Reversible Repository Anonymization
    Luís Brito · 2026