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Sociotechnical safeguards for genomic data privacy
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 …
to-consumer industry, have led to a dramatic increase in the amount of genomic data that …
Ensuring privacy and security of genomic data and functionalities
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 …
Identification of individuals by trait prediction using whole-genome sequencing data
Prediction of human physical traits and demographic information from genomic data
challenges privacy and data deidentification in personalized medicine. To explore the …
challenges privacy and data deidentification in personalized medicine. To explore the …
A scalable, secure, and interoperable platform for deep data-driven health management
The large amount of biomedical data derived from wearable sensors, electronic health
records, and molecular profiling (eg, genomics data) is rapidly transforming our healthcare …
records, and molecular profiling (eg, genomics data) is rapidly transforming our healthcare …
Protecting privacy and security of genomic data in i2b2 with homomorphic encryption and differential privacy
JL Raisaro, G Choi, S Pradervand… - … ACM transactions on …, 2018 - ieeexplore.ieee.org
Re-use of patients' health records can provide tremendous benefits for clinical research. Yet,
when researchers need to access sensitive/identifying data, such as genomic data, in order …
when researchers need to access sensitive/identifying data, such as genomic data, in order …
Attacks on genetic privacy via uploads to genealogical databases
Direct-to-consumer (DTC) genetics services are increasingly popular, with tens of millions of
customers. Several DTC genealogy services allow users to upload genetic data to search for …
customers. Several DTC genealogy services allow users to upload genetic data to search for …
Open sharing of genomic data: Who does it and why?
We explored the characteristics and motivations of people who, having obtained their
genetic or genomic data from Direct-To-Consumer genetic testing (DTC-GT) companies …
genetic or genomic data from Direct-To-Consumer genetic testing (DTC-GT) companies …
SoK: Managing risks of linkage attacks on data privacy
Novel attacks on dataset privacy are usually met with the same range of responses: surprise
that a route to information gain exists from information previously thought to be safe; …
that a route to information gain exists from information previously thought to be safe; …
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 …
Re-identification of individuals in genomic datasets using public face images
Recent studies suggest that genomic data can be matched to images of human faces,
raising the concern that genomic data can be re-identified with relative ease. However, such …
raising the concern that genomic data can be re-identified with relative ease. However, such …