Learning-augmented sketching offers improved performance for privacy preserving and secure GWAS

Learning-augmented sketching offers improved performance for privacy preserving and secure GWAS

Summary: Trusted execution environments (TEEs), such as Intel SGX, enable secure, privacy-preserving computations but may have computational resource constraints. To address this, methods like SkSES use sketching for genome-wide association studies (GWAS) across distributed datasets while maintainin...

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Bibliographic Details
Main Authors: Junyan Xu, Kaiyuan Zhu, Jieling Cai, Can Kockan, Natnatee Dokmai, Hyunghoon Cho, David P. Woodruff, S. Cenk Sahinalp
Format: Article
Language:English
Published: Elsevier 2025-03-01
Series:iScience
Subjects:
Genetics
Health technology
Online Access:http://www.sciencedirect.com/science/article/pii/S2589004225002718
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