人类基因组的高效私有集交叉

Liyan Shen, Xiaojun Chen, Dakui Wang, Binxing Fang, Ye Dong
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引用次数: 8

摘要

随着人类基因组测序技术的发展,大大加快了生物和医学研究,广泛的健康相关应用和服务变得越来越普遍和负担得起。然而,由于基因组包含了个人极其敏感的信息,数字化的基因组序列引发了严重的隐私问题。本文主要研究人类基因组集交叉协议的有效性和保密性。它使亲子鉴定和祖先测试安全进行,而不会泄露任何额外的个人基因组信息。实验结果表明,该方法具有较好的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Efficient and Private Set Intersection of Human Genomes
With the development of human genomes sequencing technology, the biological and medical research has been greatly accelerated and a wide range of health-related applications and services become more and more ubiquitous and affordable. However, the digitized genomes sequence raises serious privacy issues since a genome contains individual’s extremely sensitive information. In this paper, we mainly focus on efficient and privacy-preserving set intersection protocol of human genomes. It makes the paternity and ancestry testing perform safely, without disclosing any additional individual’s genomic information. Experimental results demonstrate that proposed techniques have better performance.
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