个人基因组学的安全性:以免我们忘记

G. Tsudik
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引用次数: 0

摘要

基因组隐私已经引起了研究界的极大关注,主要是因为它的风险是独特的,违反它可能导致大多数个人和敏感信息的可怕泄露。基因组安全这个很少被探索的话题需要减轻数字化基因组被其所有者或外部方改变的威胁,这可能会产生可怕的后果,特别是在医疗或法律环境中。与此同时,许多预期的基因组应用(具有不同程度的信任)只需要少量的基因组数据。支持这样的应用程序需要在安全性和隐私性之间取得谨慎的平衡。此外,基因组的大小引起了对性能的担忧。我们认为,必须认真对待基因组安全,并将其作为一个研究课题进行探索。为此,我们将讨论问题空间、识别涉众、讨论有关涉众的假设,并概述几种基于常见加密技术的简单方法,包括签名变体和经过身份验证的数据结构。我们还提出了一些扩展,并确定了未来研究的机会。本文的主要目的是强调基因组安全作为一个研究课题的重要性。
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Security in Personal Genomics: Lest We Forget
Genomic privacy has attracted much attention from the research community, mainly since its risks are unique and breaches can lead to terrifying leakage of most personal and sensitive information. The much less explored topic of genomic security needs to mitigate threats of the digitized genome being altered by its owner or an outside party, which can have dire consequences, especially, in medical or legal settings. At the same time, many anticipated genomic applications (with varying degrees of trust) require only small amounts of genomic data. Supporting such applications requires a careful balance between security and privacy. Furthermore, genome's size raises performance concerns. We argue that genomic security must be taken seriously and explored as a research topic in its own right. To this end, we discuss the problem space, identify the stakeholders, discuss assumptions about them, and outline several simple approaches based on common cryptographic techniques, including signature variants and authenticated data structures. We also present some extensions and identify opportunities for future research. The main goal of this paper is to highlight the importance of genomic security as a research topic in its own right.
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