Privacy and security in the genomic era

dc.citation.epage1865en_US
dc.citation.spage1863en_US
dc.contributor.authorAyday, Ermanen_US
dc.contributor.authorHubaux, Jean-Pierreen_US
dc.coverage.spatialVienna, Austria
dc.date.accessioned2018-04-12T11:43:01Z
dc.date.available2018-04-12T11:43:01Z
dc.date.issued2016-10en_US
dc.departmentDepartment of Computer Engineeringen_US
dc.descriptionDate of Conference: 24-28 October, 2016
dc.descriptionConference name: CCS '16 Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security
dc.description.abstractWith the help of rapidly developing technology, DNA sequencing is becoming less expensive. As a consequence, the research in genomics has gained speed in paving the way to personalized (genomic) medicine, and geneticists need large collections of human genomes to further increase this speed. Furthermore, individuals are using their genomes to learn about their (genetic) predispositions to diseases, their ancestries, and even their (genetic) compatibilities with potential partners. This trend has also caused the launch of health-related websites and online social networks (OSNs), in which individuals share their genomic data (e.g., Open-SNP or 23 and Me). On the other hand, genomic data carries much sensitive information about its owner. By analyzing the DNA of an individual, it is now possible to learn about his disease predispositions (e.g., for Alzheimer's or Parkinson's), ancestries, and physical attributes. The threat to genomic privacy is magnified by the fact that a person's genome is correlated to his family members' genomes, thus leading to interdependent privacy risks. This short tutorial will help computer scientists better understand the privacy and security challenges in today's genomic era. We will first highlight the significance of genomic data and the threats for genomic privacy. Then, we will present the high level descriptions of the proposed solutions to protect the privacy of genomic data and we will discuss future research directions. No prerequisite knowledge on biology or genomics is required for the attendees of this proposal. We only require the attendees to have a slight background on cryptography and statistics.en_US
dc.description.provenanceMade available in DSpace on 2018-04-12T11:43:01Z (GMT). No. of bitstreams: 1 bilkent-research-paper.pdf: 179475 bytes, checksum: ea0bedeb05ac9ccfb983c327e155f0c2 (MD5) Previous issue date: 2016en
dc.identifier.doi10.1145/2976749.2976751en_US
dc.identifier.urihttp://hdl.handle.net/11693/37530
dc.language.isoEnglishen_US
dc.publisherACMen_US
dc.relation.isversionofhttp://dx.doi.org/10.1145/2976749.2976751en_US
dc.source.titleCCS '16 Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Securityen_US
dc.subjectComputer privacyen_US
dc.subjectData privacyen_US
dc.subjectGene encodingen_US
dc.subjectSocial networking (online)en_US
dc.subjectComputer scientistsen_US
dc.subjectDNA sequencingen_US
dc.subjectFuture research directionsen_US
dc.subjectHigh level descriptionen_US
dc.subjectOnline social networks (OSNs)en_US
dc.subjectPotential partnersen_US
dc.subjectPrivacy and securityen_US
dc.subjectSensitive informationsen_US
dc.subjectGenesen_US
dc.titlePrivacy and security in the genomic eraen_US
dc.typeConference Paperen_US

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