Article

Privacy-Preserving Statistical Analysis of Genomic Data using Compressive Mechanism with Haar Wavelet Transform*

2022-04-11

Abstract excerpt

To promote the use of personal genome information in medicine, it is important to analyze the relationship between diseases and the human genomes. Therefore, statistical analysis using genomic data is often conducted, but there is a privacy concern with respect to releasing the statistics as they are. Existing methods to address this problem using the concept of differential privacy cannot provide accurate outputs...

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Literature Corpus work: 355383dd-4af7-55d8-96be-ebe6472fa0e6
DOI: 10.1101/2022.04.10.487816

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