Article
Sketching algorithms for genomic data analysis and querying in a secure enclave.
Nature methods - 1 Mar 2020
Kockan Can, Zhu Kaiyuan, Dokmai Natnatee, Karpov Nikolai, Kulekci M Oguzhan, Woodruff David P, Sahinalp S Cenk
Abstract excerpt
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 offering privacy-preserving collaborative GWAS. Unfortunately, the...
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