安全基因组测试与大小和位置隐藏私人子字符串匹配

Emiliano De Cristofaro, Sky Faber, G. Tsudik
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引用次数: 65

摘要

基因组学和生物信息学的最新进展使人类(和其他)基因组的完整和按需测序越来越接近现实。尽管有令人兴奋的新机会,但由于基因组信息的极端敏感性和独特性,负担得起且无处不在的基因组测序引发了一些严重的隐私和伦理问题。与此同时,新的医疗应用,如个性化医疗,需要测试基因组的特定标记,这些标记本身代表敏感(例如,专有)材料。本文的重点是这种基因测试带来的隐私挑战。提出了一种安全高效的协议:大小和位置隐藏私有子串匹配(SPH-PSM)。该协议允许双方——一方拥有数字化的基因组,另一方拥有一组DNA标记——进行测试,这样结果只有前者知道,其他任何一方都不知道。特别是,基因组所有者甚至不知道标记的大小或位置,这使得SPH-PSM成为同类中的第一个。最后,我们报告了该技术的一个原型,证明了它的实用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Secure genomic testing with size- and position-hiding private substring matching
Recent progress in genomics and bioinformatics is bringing complete and on-demand sequencing of human (and other) genomes closer and closer to reality. Despite exciting new opportunities, affordable and ubiquitous genome sequencing prompts some serious privacy and ethical concerns, owing to extreme sensitivity and uniqueness of genomic information. At the same time, new medical applications, such as personalized medicine, require testing genomes for specific markers that themselves represent sensitive (e.g., proprietary) material. This paper focuses on privacy challenges posed by such genetic tests. It presents a secure and efficient protocol called: Size- and Position-Hiding Private Substring Match- ing (SPH-PSM). This protocol allows two parties -- one with a digitized genome and the other with a set of DNA markers -- to conduct a test, such that the result is only learned by the former, and no other information is learned by either party. In particular, the genome owner does not even learn the size or the position of the markers, which makes SPH-PSM the first of its kind. Finally, we report on a prototype of the proposed technique which attests to its practicality.
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