2020
Mechanisms for Hiding Sensitive Genotypes with Information-Theoretic Privacy
Ye F, Cho H, Rouayheb S. Mechanisms for Hiding Sensitive Genotypes with Information-Theoretic Privacy. 2020, 00: 902-907. DOI: 10.1109/isit44484.2020.9174492.Peer-Reviewed Original ResearchInformation-theoretic privacyGenomic data sharingCritical health-related informationEfficient algorithmic implementationHidden Markov ModelPersonal genomics servicesData sharingGenomic privacyPrivacyAlgorithmic implementationSuch servicesHealth-related informationStraightforward solutionMarkov modelGenomic dataServicesGenomic servicesInformationSharingImplementationCorrelation structureData
2018
Realizing private and practical pharmacological collaboration
Hie B, Cho H, Berger B. Realizing private and practical pharmacological collaboration. Science 2018, 362: 347-350. PMID: 30337410, PMCID: PMC6519716, DOI: 10.1126/science.aat4807.Peer-Reviewed Original ResearchConceptsArt DTI prediction methodsDrug-target interactionsDTI prediction methodsIntellectual property concernsCryptographic toolsData privacyData sharingMultiple entitiesReal datasetsOpen sharingProperty concernsPrediction methodSharingDatasetPredictive modelPrivacyProtocolConfidentialityBiomedical researchCollaborationToolDataEntities