Privacy-Preserving Linkage of Genomic and Clinical Data Sets
نویسندگان
چکیده
منابع مشابه
Privacy-Preserving Processing of Raw Genomic Data
Geneticists prefer to store patients’ aligned, raw genomic data, in addition to their variant calls (compact and summarized form of the raw data), mainly because of the immaturity of bioinformatic algorithms and sequencing platforms. Thus, we propose a privacy-preserving system to protect the privacy of aligned, raw genomic data. The raw genomic data of a patient includes millions of short read...
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Record linkage has a long tradition in both the statistical and the computer science literature. We survey current approaches to the record linkage problem in a privacy-aware setting and contrast these with the more traditional literature. We also identify several important open questions that pertain to private record linkage from different per-
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The problem of privacy-preserving record linkage is to find the intersection of records from two parties, while not revealing any private records to each other. Recently, group linkage has been introduced to measure the similarity of groups of records [19]. When we extend the traditional privacy-preserving record linkage methods to group linkage measurement, group membership privacy becomes vul...
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Motivation Large amounts of data are being collected both by organisations in the private and public sectors, as well as by individuals Much of these data are about people, or they are generated by people
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Suppose Alice holds a DNA sequence and Bob owns a database of DNA sequences. They want to determine whether there is a match for the Alice’s input in the Bob’s database for any purpose such as diagnosis of Alice’s disease. However, Alice does not want to reveal her DNA pattern to Bob, since it would enable him to learn private information about her. For the similar reasons, Bob does not want to...
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ژورنال
عنوان ژورنال: IEEE/ACM Transactions on Computational Biology and Bioinformatics
سال: 2019
ISSN: 1545-5963,1557-9964,2374-0043
DOI: 10.1109/tcbb.2018.2855125