Privacy challenges and research opportunities for genomic data sharing

L Bonomi, Y Huang, L Ohno-Machado - Nature genetics, 2020 - nature.com
The sharing of genomic data holds great promise in advancing precision medicine and
providing personalized treatments and other types of interventions. However, these …

Genome privacy: challenges, technical approaches to mitigate risk, and ethical considerations in the United States

S Wang, X Jiang, S Singh, R Marmor… - Annals of the New …, 2017 - Wiley Online Library
Accessing and integrating human genomic data with phenotypes are important for
biomedical research. Making genomic data accessible for research purposes, however …

Routes for breaching and protecting genetic privacy

Y Erlich, A Narayanan - Nature Reviews Genetics, 2014 - nature.com
We are entering an era of ubiquitous genetic information for research, clinical care and
personal curiosity. Sharing these data sets is vital for progress in biomedical research …

[HTML][HTML] Emerging technologies towards enhancing privacy in genomic data sharing

B Berger, H Cho - Genome biology, 2019 - Springer
As the scale of genomic and health-related data explodes and our understanding of these
data matures, the privacy of the individuals behind the data is increasingly at stake …

[HTML][HTML] Sociotechnical safeguards for genomic data privacy

Z Wan, JW Hazel, EW Clayton, Y Vorobeychik… - Nature Reviews …, 2022 - nature.com
Recent developments in a variety of sectors, including health care, research and the direct-
to-consumer industry, have led to a dramatic increase in the amount of genomic data that …

Functional genomics data: privacy risk assessment and technological mitigation

G Gürsoy, T Li, S Liu, E Ni, CM Brannon… - Nature Reviews …, 2022 - nature.com
The generation of functional genomics data by next-generation sequencing has increased
greatly in the past decade. Broad sharing of these data is essential for research …

An overview of human genetic privacy

X Shi, X Wu - Annals of the New York Academy of Sciences, 2017 - Wiley Online Library
The study of human genomics is becoming a Big Data science, owing to recent
biotechnological advances leading to availability of millions of personal genome sequences …

Privacy in the genomic era

M Naveed, E Ayday, EW Clayton, J Fellay… - ACM Computing …, 2015 - dl.acm.org
Genome sequencing technology has advanced at a rapid pace and it is now possible to
generate highly-detailed genotypes inexpensively. The collection and analysis of such data …

A new way to protect privacy in large-scale genome-wide association studies

L Kamm, D Bogdanov, S Laur, J Vilo - Bioinformatics, 2013 - academic.oup.com
Motivation: Increased availability of various genotyping techniques has initiated a race for
finding genetic markers that can be used in diagnostics and personalized medicine …

[HTML][HTML] Redefining genomic privacy: trust and empowerment

Y Erlich, JB Williams, D Glazer, K Yocum… - PLoS …, 2014 - journals.plos.org
Fulfilling the promise of the genetic revolution requires the analysis of large datasets
containing information from thousands to millions of participants. However, sharing human …