2020
Privacy challenges and research opportunities for genomic data sharing
Bonomi L, Huang Y, Ohno-Machado L. Privacy challenges and research opportunities for genomic data sharing. Nature Genetics 2020, 52: 646-654. PMID: 32601475, PMCID: PMC7761157, DOI: 10.1038/s41588-020-0651-0.Peer-Reviewed Reviews, Practice Guidelines, Standards, and Consensus Statements
2017
A community effort to protect genomic data sharing, collaboration and outsourcing
Wang S, Jiang X, Tang H, Wang X, Bu D, Carey K, Dyke S, Fox D, Jiang C, Lauter K, Malin B, Sofia H, Telenti A, Wang L, Wang W, Ohno-Machado L. A community effort to protect genomic data sharing, collaboration and outsourcing. Npj Genomic Medicine 2017, 2: 33. PMID: 29263842, PMCID: PMC5677972, DOI: 10.1038/s41525-017-0036-1.Peer-Reviewed Original ResearchGenomic data sharingData sharingSecure computation techniquesPrivacy-preserving techniquesPublic cloud servicesMagnitude performance improvementThird Critical AssessmentData outsourcingCloud servicesPrivacy challengesData privacyHuman genomic dataSecurity researchersPrivacy risksSensitive informationComputer privacyBeacon serviceBiomedical informaticistsSecurity concernsMemory requirementsCollaborative discoveryComputation techniquesComputational runtimePrivacyTrack 2
2015
Preserving Genome Privacy in Research Studies
Wang S, Jiang X, Fox D, Ohno-Machado L. Preserving Genome Privacy in Research Studies. 2015, 425-441. DOI: 10.1007/978-3-319-23633-9_16.Peer-Reviewed Original ResearchGenome privacyPrivacy researchBetter privacy protectionObfuscation of dataSecure data repositoryLoss of privacyData use agreementsPrivacy challengesPrivacy problemsPrivacy protectionAttack modelIndividual privacyData sharingMassive collectionPrivacyData repositoryTraditional clinical informationScientific discoveryGenomic dataData analysis methodsBig challengeUse agreementsBiomedical communityTechnical aspects