Privacy-preserving techniques of genomic data—a survey
Genomic data hold salient information about the characteristics of a living organism.
Throughout the past decade, pinnacle developments have given us more accurate and …
Throughout the past decade, pinnacle developments have given us more accurate and …
[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 …
management issues associated with next-generation sequencing have led many …
The evolving privacy and security concerns for genomic data analysis and sharing as observed from the iDASH competition
Concerns regarding inappropriate leakage of sensitive personal information as well as
unauthorized data use are increasing with the growth of genomic data repositories …
unauthorized data use are increasing with the growth of genomic data repositories …
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 …
domains. In biomedicine, AI has already shown tremendous potential, eg, in the …
Re-identification of individuals in genomic data-sharing beacons via allele inference
Motivation Genomic data-sharing beacons aim to provide a secure, easy to implement and
standardized interface for data-sharing by only allowing yes/no queries on the presence of …
standardized interface for data-sharing by only allowing yes/no queries on the presence of …
MBeacon: Privacy-preserving beacons for DNA methylation data
The advancement of molecular profiling techniques fuels biomedical research with a deluge
of data. To facilitate data sharing, the Global Alliance for Genomics and Health established …
of data. To facilitate data sharing, the Global Alliance for Genomics and Health established …
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 …
data that is being used to advance biomedical research and improve clinical procedures …
Statistically valid inferences from privacy-protected data
Unprecedented quantities of data that could help social scientists understand and
ameliorate the challenges of human society are presently locked away inside companies …
ameliorate the challenges of human society are presently locked away inside companies …
[HTML][HTML] Genome reconstruction attacks against genomic data-sharing beacons
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 …
the scientific progress promised by the big data era in genomics. A community-driven …
A community effort to protect genomic data sharing, collaboration and outsourcing
The human genome can reveal sensitive information and is potentially re-identifiable, which
raises privacy and security concerns about sharing such data on wide scales. In 2016, we …
raises privacy and security concerns about sharing such data on wide scales. In 2016, we …