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Ultra-Fast Homomorphic Encryption Models enable Secure Outsourcing of Genotype Imputation
Miran Kim, Arif 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, Lucila Ohno-Machado, Heidi Sofia, Yongha Son, Yongsoo Song, Juan Troncoso-Pastoriza, Xiaoqian Jiang
doi: https://doi.org/10.1101/2020.07.02.183459
Miran Kim
1Center for Secure Artificial intelligence For hEalthcare (SAFE), School of Biomedical Informatics, University of Texas Health Science Center, Houston, TX, 77030, USA
Arif Harmanci
2Center for Precision Health, School of Biomedical Informatics, University of Texas Health Science Center, Houston, TX, 77030, USA
Jean-Philippe Bossuat
3École polytechnique fédérale de Lausanne, Switzerland
Sergiu Carpov
4Inpher, EPFL Innovation Park Bàtiment A, 3rd Fl, 1015 Lausanne, Switzerland
5CEA, LIST, 91191 Gif-sur-Yvette Cedex, France
Jung Hee Cheon
6Department of Mathematical Sciences, Seoul National University, Seoul, 08826, Republic of Korea
7Crypto Lab Inc., Seoul, 08826, Republic of Korea
Ilaria Chillotti
8Zama, Paris, France and imec-COSIC, KU Leuven, Leuven, Belgium
Wonhee Cho
6Department of Mathematical Sciences, Seoul National University, Seoul, 08826, Republic of Korea
David Froelicher
3École polytechnique fédérale de Lausanne, Switzerland
Nicolas Gama
4Inpher, EPFL Innovation Park Bàtiment A, 3rd Fl, 1015 Lausanne, Switzerland
Mariya Georgieva
4Inpher, EPFL Innovation Park Bàtiment A, 3rd Fl, 1015 Lausanne, Switzerland
Seungwan Hong
6Department of Mathematical Sciences, Seoul National University, Seoul, 08826, Republic of Korea
Jean-Pierre Hubaux
3École polytechnique fédérale de Lausanne, Switzerland
Duhyeong Kim
6Department of Mathematical Sciences, Seoul National University, Seoul, 08826, Republic of Korea
Kristin Lauter
9Microsoft Research, Redmond, WA, 98052, USA
Yiping Ma
10School of EECS, Peking University, Beijing, People’s Republic of China
Lucila Ohno-Machado
11UCSD Health Department of Biomedical Informatics, University of California, San Diego, CA, 92093, USA
Heidi Sofia
12National Institutes of Health (NIH) - National Human Genome Research Institute, Bethesda, MD, 20892, USA
Yongha Son
13Samsung SDS, Seoul, Republic of Korea
Yongsoo Song
9Microsoft Research, Redmond, WA, 98052, USA
Juan Troncoso-Pastoriza
3École polytechnique fédérale de Lausanne, Switzerland
Xiaoqian Jiang
1Center for Secure Artificial intelligence For hEalthcare (SAFE), School of Biomedical Informatics, University of Texas Health Science Center, Houston, TX, 77030, USA
Article usage
Posted July 04, 2020.
Ultra-Fast Homomorphic Encryption Models enable Secure Outsourcing of Genotype Imputation
Miran Kim, Arif 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, Lucila Ohno-Machado, Heidi Sofia, Yongha Son, Yongsoo Song, Juan Troncoso-Pastoriza, Xiaoqian Jiang
bioRxiv 2020.07.02.183459; doi: https://doi.org/10.1101/2020.07.02.183459
Ultra-Fast Homomorphic Encryption Models enable Secure Outsourcing of Genotype Imputation
Miran Kim, Arif 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, Lucila Ohno-Machado, Heidi Sofia, Yongha Son, Yongsoo Song, Juan Troncoso-Pastoriza, Xiaoqian Jiang
bioRxiv 2020.07.02.183459; doi: https://doi.org/10.1101/2020.07.02.183459
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