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Journal Articles
Publication Date
11-14-2022
Journal
Journal of the American Medical Informatics Association
Abstract
Concerns regarding inappropriate leakage of sensitive personal information as well as unauthorized data use are increasing with the growth of genomic data repositories. Therefore, privacy and security of genomic data have become increasingly important and need to be studied. With many proposed protection techniques, their applicability in support of biomedical research should be well understood. For this purpose, we have organized a community effort in the past 8 years through the integrating data for analysis, anonymization and sharing consortium to address this practical challenge. In this article, we summarize our experience from these competitions, report lessons learned from the events in 2020/2021 as examples, and discuss potential future research directions in this emerging field.
Keywords
Privacy, Computer Security, Data Analysis, Genomics, Genome
Included in
Biomedical Informatics Commons, Genetic Phenomena Commons, Genetic Processes Commons, Genomics Commons, Medical Genetics Commons
Comments
Supplementary Materials
PMID: 36164820