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Evaluation of Hardening Techniques for Privacy-Preserving Record Linkage
International Conference on Extending Database Technology, 2021Privacy-preserving record linkage aims at integrating person-related data from different sources while protecting the privacy of individuals by securely encoding and matching quasi-identifying attributes, like names.
Martin Franke +3 more
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A Graph Matching Attack on Privacy-Preserving Record Linkage
International Conference on Information and Knowledge Management, 2020To facilitate advanced analytics, data science projects increasingly require records about individuals to be linked across databases. Generally no unique entity identifiers are available in the databases to be linked, and therefore quasi-identifiers such
Anushka Vidanage +3 more
semanticscholar +1 more source
Securing Bloom Filters for Privacy-preserving Record Linkage
International Conference on Information and Knowledge Management, 2020Privacy-preserving record linkage (PPRL) facilitates the matching of records that correspond to the same real-world entities across different databases while preserving the privacy of the individuals in these databases.
Thilina Ranbaduge, R. Schnell
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WIREs Computational Statistics, 2010
AbstractThis article describes methods for matching duplicates within or across files using non‐unique identifiers such as first name, last name, date of birth, address, and other characteristics. Copyright © 2010 John Wiley & Sons, Inc.This article is categorized under:Statistical and Graphical Methods of Data Analysis > Data Reduction ...
Fritz J. Scheuren +2 more
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AbstractThis article describes methods for matching duplicates within or across files using non‐unique identifiers such as first name, last name, date of birth, address, and other characteristics. Copyright © 2010 John Wiley & Sons, Inc.This article is categorized under:Statistical and Graphical Methods of Data Analysis > Data Reduction ...
Fritz J. Scheuren +2 more
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Record Linkage and Counterterrorism
CHANCE, 2004•••• •••••• •• • •• •••• Record linkage is the process of combining information about individuals or entities across databases. In order to conduct a statistical analysis, one often has to combine information on people or units from various sources. Considering the possibilityof terrorist threats, record linkage takes on additional significanceit might
Michael D. Larsen, Shanti Gomatam
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2018 IEEE International Conference on Big Data (Big Data), 2018
We present a record linkage solution that scales to big data volumes and velocities. Our method trains a Siamese deep learning network to encode records so that matching can be done fast and distributed. Compared to the current state-of-the-art methods using similarity functions and blocking, our solution links 100x the data in roughly 60% the time ...
Prasad Saripalli +2 more
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We present a record linkage solution that scales to big data volumes and velocities. Our method trains a Siamese deep learning network to encode records so that matching can be done fast and distributed. Compared to the current state-of-the-art methods using similarity functions and blocking, our solution links 100x the data in roughly 60% the time ...
Prasad Saripalli +2 more
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Male factor infertility and risk of death: a nationwide record-linkage study.
Human Reproduction, 2019STUDY QUESTION What is the risk of death among men with oligospermia, unspecified male factor and azoospermia in the years following fertility treatment?
C. Glazer +9 more
semanticscholar +1 more source
Methods of Information in Medicine, 1969
Die kurzgefaßte Ubersicht versucht die Vorstellung zu reditfertigen, daß es möglicb., ökonomisch und im öffentlichen Interesse sei, einem Teil der Fülle versctaiedenartigster medizinischer Informationen, die über jeden einzelnen Mensdien schriftlich niedergelegt sind, in einem einzigen Satz von stetig ergänzten Unterlagen für ganze Populationen ...
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Die kurzgefaßte Ubersicht versucht die Vorstellung zu reditfertigen, daß es möglicb., ökonomisch und im öffentlichen Interesse sei, einem Teil der Fülle versctaiedenartigster medizinischer Informationen, die über jeden einzelnen Mensdien schriftlich niedergelegt sind, in einem einzigen Satz von stetig ergänzten Unterlagen für ganze Populationen ...
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Efficient Pattern Mining Based Cryptanalysis for Privacy-Preserving Record Linkage
IEEE International Conference on Data Engineering, 2019Privacy-preserving record linkage (PPRL) is the process of identifying records that correspond to the same entities across several databases without revealing any sensitive information about these entities. One popular PPRL technique is Bloom filter (BF)
Anushka Vidanage +3 more
semanticscholar +1 more source
An Operational Approach to Record Linkage
Methods of Information in Medicine, 1983An operational approach to computerized record linkage has been developed based on the concept of probability of chance match in two groups of records brought together for comparison. Tolerance levels can be readily derived from these records for decision-making in accepting or rejecting a linked pair. This approach is especially suitable for iteration
J T Kagawa, M P Mi, M E Earle
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