Sketching algorithms for genomic data analysis and querying in a secure enclave

Can Kockan
Can Kockan
Kaiyuan Zhu
Kaiyuan Zhu
Natnatee Dokmai
Natnatee Dokmai
Nikolai Karpov
Nikolai Karpov

Nature methods, pp. 295-301, 2020.

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Abstract:

Genome-wide association studies (GWAS), especially on rare diseases, may necessitate exchange of sensitive genomic data between multiple institutions. Since genomic data sharing is often infeasible due to privacy concerns, cryptographic methods, such as secure multiparty computation (SMC) protocols, have been developed with the aim of off...More

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