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Deterministic identification of specific individuals from GWAS results

机译:从GWAS结果中确定性鉴定特定个体

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Motivation: Genome-wide association studies (GWASs) are commonly applied on human genomic data to understand the causal gene combinations statistically connected to certain diseases. Patients involved in these GWASs could be re-identified when the studies release statistical information on a large number of single-nucleotide polymorphisms. Subsequent work, however, found that such privacy attacks are theoretically possible but unsuccessful and unconvincing in real settings.
机译:动机:全基因组关联研究(GWAS)通常应用于人类基因组数据,以了解与某些疾病在统计上相关的因果基因组合。当研究发布有关大量单核苷酸多态性的统计信息时,可以重新识别参与这些GWAS的患者。但是,随后的工作发现,这种隐私攻击理论上是可能的,但在实际环境中是不成功的,也不令人信服。

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