Privacy Preserving Record Linkage
An efficient Privacy-Preserving Record Linkage Technique for Administrative Data and Censuses
... general record linkage, without refer- ence to privacy preserving record linkage, was sug- gested by the author ...non-privacy preserving record ...
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An Efficient Shortest Path Approach Using BFS Algorithm With Smc Protocol For Privacy Preserving Record Linkage
... membership. Record linkage is the process of matching records from several databases that refer to the same ...their privacy have arisen recently as an intriguing problem in the core of the domain of ...
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Cryptanalysis of Basic Bloom Filters Used for Privacy Preserving Record Linkage
... conducting privacy preserving record linkage with Bloom fil- ters was presented in ...records, record linkage based on Bloom filters allows for errors in the encrypted ...
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Randomized Response and Balanced Bloom Filters for Privacy Preserving Record Linkage
... settings, record linkage across different institutions is based on encrypted personal identifiers – such as names, birthdays, or places of birth – to protect ...exact record linkage on ...
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Privacy Preserving Record Linkage using LSH Blocking Approach and Secure Multiparty Computation with Set Intersection Technique
... In this paper we improve the existing privacy preserving record linkage technique with deploying multiple techniques in it. It is used to find out the similar records in two different dataset ...
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A Distributed Near-Optimal LSH-based Framework for Privacy-Preserving Record Linkage
... of Privacy-Preserving Record ...protect privacy of the underlying data, and then they are submitted to a trusted third party, which splits and distributes them to a file system with ...
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Privacy-preserving record linkage using Bloom filters
... probabilistic record linkage [1,14] improves the situation considerably since it does not require exact agreement in all (or even most) ...probabilistic record linkage system will improve the ...
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Privacy-Preserving Record Linkage and Privacy-Preserving Blocking for Large Files with Cryptographic Keys using Multibit Trees
... in record linkage in general without reference to privacy preserving record linkage (Bachteler et ...non privacy preserving record linkage problem to ...
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Evaluating privacy-preserving record linkage using cryptographic long-term keys and multibit trees on large medical datasets
... of privacy-preserving record linkage using Bloom filters have been developed, with a single Bloom filter composed from many ...for linkage include legal constraints in some ...
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Development of a New Method for Privacy-Preserving Record Linkage Allowing for Errors in Identifiers
... Das Kernproblem der fehlertoleranten Verknüpfung von stark kryptografierten Na- men wurde von uns mit SAFELINK gelöst. Trotz der Einsatzbereitschaft der Pro- gramme und des Protokolls bleiben einige Probleme offen. Bei ...
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Privacy-preserving record linkage in large databases using secure multiparty computation
... As discussed e.g. in [9], the quasi-identifiers are often inconsistent in real applications, so exact comparison of values is not sufficient to achieve accurate linkage results, and some approximated string ...
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Privacy-preserving Record Linkage
... on privacy breaches in the ...most privacy breaches are due to human error. In a study of 1046 total privacy breach incidents in the US between 2005 and 2008, Liginlal et ...
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Scalable and approximate privacy-preserving record linkage
... 4.2. Privacy measures: We have proposed a novel set of disclosure risk measures (in Chapter 5) according to an evaluation model for privacy evaluation of PPRL ...a linkage attack using an external ...
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A Scalable Blocking Framework for Multidatabase Privacy-preserving Record Linkage
... improved privacy and accuracy with high communication costs, and the second protocol uses a secure summation protocol which exhibits improved ...a linkage unit ...each record in a database which ...
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Secure and scalable deduplication of horizontally partitioned health data for privacy-preserving distributed statistical computation
... as record linkage) is the process of linking records at the same or different data custodians that refer to the same ...to record link- age, the final goal of deduplication is to remove duplicate ...
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A Survey on Various Indexing Technique for Record Linkage
... advanced record linkage method and privacy aspects for population reconstruction published on Research School of Computer ...of record linkage in the context of population ...
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Privacy Preserving Probabilistic Record Linkage (P3RL): a novel method for linking existing health-related data and maintaining participant confidentiality
... Background: Record linkage of existing individual health care data is an efficient way to answer important epidemiological research ...are privacy protected and cannot be accessed. A solution to ...
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SAFETY ISSUES IN DATA MINING
... of privacy-preserving data mining is actually a special case of a long-studied problem in cryptography called secure multiparty ...solve privacy-preserving distributed data mining ...
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A SURVEY ON VARIOUS TECHNIQUES IN DATA MINING
... like Privacy conserving, Security, Sensing, Cryptography, and Cloud area unit delineate ...survey. Privacy conserving area unit terribly straightforward to interpret and work ...
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Privacy-Preserving Statistical Analysis of Health Data Using Paillier Homomorphic Encryption and Permissioned Blockchain
... The efficiency of health data management systems has a significant impact on patient care. However, existing health management systems suffer from lack of interoper- ability, expensive implementation, maintenance, and ...
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