Mechanisms for Hiding Sensitive Genotypes With Information-Theoretic Privacy
Ye F, Cho H, Rouayheb S. Mechanisms for Hiding Sensitive Genotypes With Information-Theoretic Privacy. IEEE Transactions On Information Theory 2022, 68: 4090-4105. PMID: 37283781, PMCID: PMC10243750, DOI: 10.1109/tit.2022.3156276.Peer-Reviewed Original ResearchInformation-theoretic privacyGenomic data sharingOptimal greedy algorithmCritical health-related informationEfficient algorithmic implementationPrivacy leakagePrivacy mechanismsPrivacy problemsPersonal genomics servicesData sharingPrivacyGreedy algorithmStandard modeling approachesComplexity polynomialOptimal utilityAlgorithmic implementationProcessing orderHealth-related informationStraightforward solutionMarkov modelGenomic dataNearby positionsModeling approachGenomic servicesUsers