منابع مشابه
On Non-cooperative Genomic Privacy
Over the last few years, the vast progress in genome sequencing has highly increased the availability of genomic data. Today, individuals can obtain their digital genomic sequences at reasonable prices from many online service providers. Individuals can store their data on personal devices, reveal it on public online databases, or share it with third parties. Yet, it has been shown that genomic...
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The ISO/IEC committee in charge of standardizing the well-known MPEG audiovisual standards has launched, in cooperation with the ISO committee on Biotechnology, a new activity for efficient compressed storage and transmission of genomic information. The paper presents proposals for adding privacy and security to such in-progress standards.
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Rapid advances in human genomics are enabling life science researchers to gain a better understanding of the role of the variation in our ancestry, health, and well-being, which stimulates hope for more cost efficient and effective healthcare. However, this progress also yields a number of security and privacy concerns, stemming from the distinctive characteristics of genomic data. Aiming to ad...
متن کاملPrivacy-preserving Edit Distance on Genomic Data
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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In this article, we present a privacy preserving genomic data dissemination algorithm based on compressed sensing. We participated in the challenge at the iDASH on March 24, 2014 in La Jolla, California and the result of the challenge are available online . In our proposed method, we are adding noise to the sparse representation of the input vector to make it differentially private. First, we f...
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ژورنال
عنوان ژورنال: Clinical Chemistry
سال: 2018
ISSN: 0009-9147,1530-8561
DOI: 10.1373/clinchem.2018.289512