Manual for Using Homomorphic Encryption for Bioinformatics

被引:60
作者
Dowlin, Nathan [1 ]
Gilad-Bachrach, Ran [2 ]
Laine, Kim [3 ]
Lauter, Kristin [3 ]
Naehrig, Michael [3 ]
Wernrnsing, John [3 ]
机构
[1] Columbia Univ, New York, NY 10027 USA
[2] Microsoft Res, IL-46725 Herzliyya, Israel
[3] Microsoft Res, Redmond, WA 98052 USA
关键词
Bioinformatics; cryptography; data privacy; homomorphic encryption; public key; LATTICES;
D O I
10.1109/JPROC.2016.2622218
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Biological data science is an emerging field facing multiple challenges for hosting, sharing, computing on, and interacting with large data sets. Privacy regulations and concerns about the risks of leaking sensitive personal health and genomic data add another layer of complexity to the problem. Recent advances in cryptography over the last five years have yielded a tool, homomorphic encryption, which can be used to encrypt data in such a way that storage can be outsourced to an untrusted cloud, and the data can be computed on in a meaningful way in encrypted form, without access to decryption keys. This paper introduces homomorphic encryption to the bioinformatics community, and presents an informal "manual" for using the Simple Encrypted Arithmetic Library ( SEAL), which we have made publicly available for bioinformatic, genomic, and other research purposes.
引用
收藏
页码:552 / 567
页数:16
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