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 …

[HTML][HTML] Publishing data from electronic health records while preserving privacy: A survey of algorithms

A Gkoulalas-Divanis, G Loukides, J Sun - Journal of biomedical informatics, 2014 - Elsevier
Abstract The dissemination of Electronic Health Records (EHRs) can be highly beneficial for
a range of medical studies, spanning from clinical trials to epidemic control studies, but it …

Private computation on encrypted genomic data

K Lauter, A López-Alt, M Naehrig - International Conference on Cryptology …, 2014 - Springer
A number of databases around the world currently host a wealth of genomic data that is
invaluable to researchers conducting a variety of genomic studies. However, patients who …

Privacy-preserving data exploration in genome-wide association studies

A Johnson, V Shmatikov - Proceedings of the 19th ACM SIGKDD …, 2013 - dl.acm.org
Genome-wide association studies (GWAS) have become a popular method for analyzing
sets of DNA sequences in order to discover the genetic basis of disease. Unfortunately …

Addressing the concerns of the lacks family: quantification of kin genomic privacy

M Humbert, E Ayday, JP Hubaux, A Telenti - Proceedings of the 2013 …, 2013 - dl.acm.org
The rapid progress in human-genome sequencing is leading to a high availability of
genomic data. This data is notoriously very sensitive and stable in time. It is also highly …

Protecting and evaluating genomic privacy in medical tests and personalized medicine

E Ayday, JL Raisaro, JP Hubaux… - Proceedings of the 12th …, 2013 - dl.acm.org
In this paper, we propose privacy-enhancing technologies for medical tests and
personalized medicine methods that use patients' genomic data. Focusing on genetic …

Privacy-preserving artificial intelligence techniques in biomedicine

R Torkzadehmahani, R Nasirigerdeh… - … of information in …, 2022 - thieme-connect.com
Background Artificial intelligence (AI) has been successfully applied in numerous scientific
domains. In biomedicine, AI has already shown tremendous potential, eg, in the …

Genoguard: Protecting genomic data against brute-force attacks

Z Huang, E Ayday, J Fellay… - 2015 IEEE Symposium …, 2015 - ieeexplore.ieee.org
Secure storage of genomic data is of great and increasing importance. The scientific
community's improving ability to interpret individuals' genetic materials and the growing size …

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-preserving processing of raw genomic data

E Ayday, JL Raisaro, U Hengartner… - … Workshop on Data …, 2013 - Springer
Geneticists prefer to store patients' aligned, raw genomic data, in addition to their variant
calls (compact and summarized form of the raw data), mainly because of the immaturity of …