Routes for breaching and protecting genetic privacy
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 …
personal curiosity. Sharing these data sets is vital for progress in biomedical research …
Privacy in the genomic era
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 …
generate highly-detailed genotypes inexpensively. The collection and analysis of such data …
Privacy-preserving patient-centric clinical decision support system on naive Bayesian classification
Clinical decision support system, which uses advanced data mining techniques to help
clinician make proper decisions, has received considerable attention recently. The …
clinician make proper decisions, has received considerable attention recently. The …
Addressing the concerns of the lacks family: quantification of kin genomic privacy
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 …
genomic data. This data is notoriously very sensitive and stable in time. It is also highly …
Private genome analysis through homomorphic encryption
Background The rapid development of genome sequencing technology allows researchers
to access large genome datasets. However, outsourcing the data processing o the cloud …
to access large genome datasets. However, outsourcing the data processing o the cloud …
HEALER: homomorphic computation of ExAct Logistic rEgRession for secure rare disease variants analysis in GWAS
Motivation: Genome-wide association studies (GWAS) have been widely used in
discovering the association between genotypes and phenotypes. Human genome data …
discovering the association between genotypes and phenotypes. Human genome data …
Hybrid privacy-preserving clinical decision support system in fog–cloud computing
In this paper, we propose a framework for hybrid privacy-preserving clinical decision support
system in fog–cloud computing, called HPCS. In HPCS, a fog server uses a lightweight data …
system in fog–cloud computing, called HPCS. In HPCS, a fog server uses a lightweight data …
Protecting and evaluating genomic privacy in medical tests and personalized medicine
In this paper, we propose privacy-enhancing technologies for medical tests and
personalized medicine methods that use patients' genomic data. Focusing on genetic …
personalized medicine methods that use patients' genomic data. Focusing on genetic …
A privacy-preserving sensory data sharing scheme in Internet of Vehicles
Abstract Internet of Vehicles (IoV), which enables information gathering and disseminating
among vehicles, roadside infrastructures and surrounding environments, has received …
among vehicles, roadside infrastructures and surrounding environments, has received …
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 …