Ultra-Fast Homomorphic Encryption Models enable Secure Outsourcing of Genotype Imputation
Miran Kim, Arif O. Harmanci, Jean-Philippe Bossuat, Sergiu Carpov, Jung Hee Cheon, Ilaria Chillotti, Wonhee Cho, David Froelicher, Nicolas Gama, Mariya Georgieva, Seungwan Hong, Jean‐Pierre Hubaux, Duhyeong Kim, Kristin Lauter, Yiping Ma, , Xiaoqian Jiang
This paper develops secure genotype imputation methods using homomorphic encryption, showing comparable accuracy and efficiency to non-secure methods while protecting genetic data privacy.
Cell Systems · Aug 30, 2021Peer-reviewedBioinformatics