Using game theory to thwart multistage privacy intrusions when sharing data

Z Wan, Y Vorobeychik, W Xia, Y Liu, M Wooders… - Science …, 2021 - science.org
Person-specific biomedical data are now widely collected, but its sharing raises privacy
concerns, specifically about the re-identification of seemingly anonymous records. Formal re …

Fast and scalable private genotype imputation using machine learning and partially homomorphic encryption

E Sarkar, E Chielle, G Gürsoy, O Mazonka… - IEEE …, 2021 - ieeexplore.ieee.org
The recent advances in genome sequencing technologies provide unprecedented
opportunities to understand the relationship between human genetic variation and diseases …

Cancer driver drug interaction explorer

M Hartung, E Anastasi, ZM Mamdouh… - Nucleic Acids …, 2022 - academic.oup.com
Cancer is a heterogeneous disease characterized by unregulated cell growth and promoted
by mutations in cancer driver genes some of which encode suitable drug targets. Since the …

Toward a framework for assessing privacy risks in multi-omic research and databases

C Dupras, EM Bunnik - The American Journal of Bioethics, 2021 - Taylor & Francis
While the accumulation and increased circulation of genomic data have captured much
attention over the past decade, privacy risks raised by the diversification and integration of …

[HTML][HTML] Considerations for genomic data privacy and security when working in the cloud

AB Carter - The Journal of Molecular Diagnostics, 2019 - Elsevier
Next-generation sequencing produces large amounts of data. The complexity and data
management issues associated with next-generation sequencing have led many …

Ensuring privacy and security of genomic data and functionalities

A Mohammed Yakubu, YPP Chen - Briefings in bioinformatics, 2020 - academic.oup.com
In recent times, the reduced cost of DNA sequencing has resulted in a plethora of genomic
data that is being used to advance biomedical research and improve clinical procedures …

Private approximate nearest neighbor search with sublinear communication

S Servan-Schreiber, S Langowski… - 2022 IEEE Symposium …, 2022 - ieeexplore.ieee.org
Nearest neighbor search is a fundamental building-block for a wide range of applications. A
privacy-preserving protocol for nearest neighbor search involves a set of clients who send …

Protecting genomic data analytics in the cloud: state of the art and opportunities

H Tang, X Jiang, X Wang, S Wang, H Sofia, D Fox… - BMC medical …, 2016 - Springer
The outsourcing of genomic data into public cloud computing settings raises concerns over
privacy and security. Significant advancements in secure computation methods have …

Privacy-preserving comparison of variable-length data with application to biometric template protection

M Gomez-Barrero, J Galbally, A Morales… - IEEE Access, 2017 - ieeexplore.ieee.org
The establishment of cloud computing and big data in a wide variety of daily applications
has raised some privacy concerns due to the sensitive nature of some of the processed data …

[HTML][HTML] Genome reconstruction attacks against genomic data-sharing beacons

K Ayoz, E Ayday, AE Cicek - Proceedings on Privacy Enhancing …, 2021 - ncbi.nlm.nih.gov
Sharing genome data in a privacy-preserving way stands as a major bottleneck in front of
the scientific progress promised by the big data era in genomics. A community-driven …