{"id":"https://openalex.org/W2586154897","doi":"https://doi.org/10.1145/3035538","title":"Quantifying Interdependent Risks in Genomic Privacy","display_name":"Quantifying Interdependent Risks in Genomic Privacy","publication_year":2017,"publication_date":"2017-02-06","ids":{"openalex":"https://openalex.org/W2586154897","doi":"https://doi.org/10.1145/3035538","mag":"2586154897"},"language":"en","primary_location":{"id":"doi:10.1145/3035538","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3035538","pdf_url":null,"source":{"id":"https://openalex.org/S4210174050","display_name":"ACM Transactions on Privacy and Security","issn_l":"2471-2566","issn":["2471-2566","2471-2574"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Privacy and Security","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://infoscience.epfl.ch/record/229816","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053332520","display_name":"Mathias Humbert","orcid":"https://orcid.org/0000-0001-5046-1727"},"institutions":[{"id":"https://openalex.org/I4210128801","display_name":"Helmholtz Center for Information Security","ror":"https://ror.org/02njgxr09","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I4210128801"]},{"id":"https://openalex.org/I91712215","display_name":"Saarland University","ror":"https://ror.org/01jdpyv68","country_code":"DE","type":"education","lineage":["https://openalex.org/I91712215"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Mathias Humbert","raw_affiliation_strings":["CISPA, Saarland University, Saarbr\u00fccken, Germany"],"affiliations":[{"raw_affiliation_string":"CISPA, Saarland University, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I4210128801","https://openalex.org/I91712215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028326739","display_name":"Erman Ayday","orcid":"https://orcid.org/0000-0003-3383-1081"},"institutions":[{"id":"https://openalex.org/I168864056","display_name":"Bilkent University","ror":"https://ror.org/02vh8a032","country_code":"TR","type":"education","lineage":["https://openalex.org/I168864056"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Erman Ayday","raw_affiliation_strings":["Bilkent University, Ankara, Turkey"],"affiliations":[{"raw_affiliation_string":"Bilkent University, Ankara, Turkey","institution_ids":["https://openalex.org/I168864056"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080497445","display_name":"Jean\u2010Pierre Hubaux","orcid":"https://orcid.org/0000-0003-1533-6132"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Jean-Pierre Hubaux","raw_affiliation_strings":["EPFL, Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"EPFL, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066398751","display_name":"Amalio Telenti","orcid":"https://orcid.org/0000-0001-6290-7677"},"institutions":[{"id":"https://openalex.org/I4210128647","display_name":"Human Longevity (United States)","ror":"https://ror.org/03n53gr48","country_code":"US","type":"company","lineage":["https://openalex.org/I4210128647"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amalio Telenti","raw_affiliation_strings":["Human Longevity Inc., CA, USA"],"affiliations":[{"raw_affiliation_string":"Human Longevity Inc., CA, USA","institution_ids":["https://openalex.org/I4210128647"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5053332520"],"corresponding_institution_ids":["https://openalex.org/I4210128801","https://openalex.org/I91712215"],"apc_list":null,"apc_paid":null,"fwci":3.5309,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.94081811,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"20","issue":"1","first_page":"1","last_page":"31"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9864000082015991,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9864000082015991,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11287","display_name":"Cancer Genomics and Diagnostics","score":0.9775999784469604,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10269","display_name":"Epigenetics and DNA Methylation","score":0.9768000245094299,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/genome","display_name":"Genome","score":0.6059001684188843},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.589518129825592},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5107786655426025},{"id":"https://openalex.org/keywords/data-sharing","display_name":"Data sharing","score":0.47737976908683777},{"id":"https://openalex.org/keywords/genomics","display_name":"Genomics","score":0.4762982428073883},{"id":"https://openalex.org/keywords/mendelian-inheritance","display_name":"Mendelian inheritance","score":0.44071629643440247},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4132676422595978},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.41285237669944763},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3627672493457794},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.34665900468826294},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.2794012725353241},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.1679687798023224},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16574352979660034},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08511045575141907}],"concepts":[{"id":"https://openalex.org/C141231307","wikidata":"https://www.wikidata.org/wiki/Q7020","display_name":"Genome","level":3,"score":0.6059001684188843},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.589518129825592},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5107786655426025},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.47737976908683777},{"id":"https://openalex.org/C189206191","wikidata":"https://www.wikidata.org/wiki/Q222046","display_name":"Genomics","level":4,"score":0.4762982428073883},{"id":"https://openalex.org/C175783326","wikidata":"https://www.wikidata.org/wiki/Q185055","display_name":"Mendelian inheritance","level":3,"score":0.44071629643440247},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4132676422595978},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.41285237669944763},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3627672493457794},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.34665900468826294},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.2794012725353241},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.1679687798023224},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16574352979660034},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08511045575141907},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1145/3035538","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3035538","pdf_url":null,"source":{"id":"https://openalex.org/S4210174050","display_name":"ACM Transactions on Privacy and Security","issn_l":"2471-2566","issn":["2471-2566","2471-2574"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Privacy and Security","raw_type":"journal-article"},{"id":"pmh:oai:infoscience.epfl.ch:229816","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/229816","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:iris.unil.ch:iris/259861","is_oa":false,"landing_page_url":"https://iris.unil.ch/handle/iris/259861","pdf_url":null,"source":{"id":"https://openalex.org/S7407055444","display_name":"IRIS","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"},{"id":"pmh:oai:repository.bilkent.edu.tr:11693/49405","is_oa":false,"landing_page_url":"http://hdl.handle.net/11693/49405","pdf_url":null,"source":{"id":"https://openalex.org/S4306400079","display_name":"Bilkent University Institutional Repository (Bilkent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I168864056","host_organization_name":"Bilkent University","host_organization_lineage":["https://openalex.org/I168864056"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ACM Transactions on Privacy and Security (TOPS)","raw_type":"Article"},{"id":"pmh:oai:serval.unil.ch:BIB_FA22A3573291","is_oa":false,"landing_page_url":"https://serval.unil.ch/notice/serval:BIB_FA22A3573291","pdf_url":null,"source":{"id":"https://openalex.org/S4306401797","display_name":"SERVAL (Universit\u00e9 de Lausanne)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210093590","host_organization_name":"Swiss School of Archaeology in Greece","host_organization_lineage":["https://openalex.org/I4210093590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ACM Trans. Priv. Secur., vol. 20, no. 1, pp. 3:1\u20133:31","raw_type":"article"},{"id":"pmh:oai:zenodo.org:1405674","is_oa":true,"landing_page_url":"https://zenodo.org/record/1405674","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:229816","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/229816","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":77,"referenced_works":["https://openalex.org/W1473189865","https://openalex.org/W1484798037","https://openalex.org/W1490360753","https://openalex.org/W1511986666","https://openalex.org/W1526729971","https://openalex.org/W1560512119","https://openalex.org/W1565207014","https://openalex.org/W1577210605","https://openalex.org/W1582659671","https://openalex.org/W1583235570","https://openalex.org/W1587990862","https://openalex.org/W1729744401","https://openalex.org/W1864213274","https://openalex.org/W1968480526","https://openalex.org/W1973950074","https://openalex.org/W1992735538","https://openalex.org/W1994954046","https://openalex.org/W1999602050","https://openalex.org/W2001845088","https://openalex.org/W2002458933","https://openalex.org/W2014469644","https://openalex.org/W2014794755","https://openalex.org/W2023749197","https://openalex.org/W2039866285","https://openalex.org/W2040228409","https://openalex.org/W2040807773","https://openalex.org/W2049081061","https://openalex.org/W2055300468","https://openalex.org/W2056507745","https://openalex.org/W2058636961","https://openalex.org/W2061180806","https://openalex.org/W2064540034","https://openalex.org/W2066604148","https://openalex.org/W2076000582","https://openalex.org/W2085801087","https://openalex.org/W2086746796","https://openalex.org/W2087135382","https://openalex.org/W2090361527","https://openalex.org/W2092515448","https://openalex.org/W2092952360","https://openalex.org/W2098622176","https://openalex.org/W2099601121","https://openalex.org/W2104345270","https://openalex.org/W2119584329","https://openalex.org/W2120911939","https://openalex.org/W2124398102","https://openalex.org/W2124940696","https://openalex.org/W2127370988","https://openalex.org/W2127458553","https://openalex.org/W2130671266","https://openalex.org/W2133711597","https://openalex.org/W2134760558","https://openalex.org/W2137813581","https://openalex.org/W2141088880","https://openalex.org/W2141481372","https://openalex.org/W2146585970","https://openalex.org/W2159080219","https://openalex.org/W2161459805","https://openalex.org/W2162297215","https://openalex.org/W2165952534","https://openalex.org/W2166971704","https://openalex.org/W2167149929","https://openalex.org/W2168610667","https://openalex.org/W2176831518","https://openalex.org/W2198130350","https://openalex.org/W2201294065","https://openalex.org/W2211774783","https://openalex.org/W2218239923","https://openalex.org/W2218329981","https://openalex.org/W2398522641","https://openalex.org/W2770791443","https://openalex.org/W2979006918","https://openalex.org/W3020913839","https://openalex.org/W4240204556","https://openalex.org/W4297486426","https://openalex.org/W6678707656","https://openalex.org/W6768650569"],"related_works":["https://openalex.org/W2022773986","https://openalex.org/W4213433482","https://openalex.org/W2791466251","https://openalex.org/W4312248806","https://openalex.org/W2044325977","https://openalex.org/W146990949","https://openalex.org/W3047938878","https://openalex.org/W2369949620","https://openalex.org/W2105887574","https://openalex.org/W4386773499"],"abstract_inverted_index":{"The":[0],"rapid":[1],"progress":[2],"in":[3,23],"human-genome":[4],"sequencing":[5],"is":[6,17,204],"leading":[7],"to":[8,112,140,201],"a":[9,148,202,218,230],"high":[10],"availability":[11],"of":[12,37,70,73,105,115,144,150,159,177,189,196],"genomic":[13,43,92,145,160,215],"data.":[14],"These":[15],"data":[16,170,216,227],"notoriously":[18],"very":[19],"sensitive":[20],"and":[21,25,49,58,94,98,118,163,167,174,220],"stable":[22],"time,":[24],"highly":[26],"correlated":[27],"among":[28],"relatives.":[29],"In":[30],"this":[31],"article,":[32],"we":[33,132,155],"study":[34,125],"the":[35,47,68,71,91,96,99,103,113,119,127,142,151,175,187,194,199,222],"implications":[36],"these":[38,106,134],"familial":[39],"correlations":[40],"on":[41,55,85,108,213],"kin":[42],"privacy.":[44],"We":[45,101,123,184,209],"formalize":[46],"problem":[48],"detail":[50],"efficient":[51],"reconstruction":[52],"attacks":[53],"based":[54],"graphical":[56],"models":[57],"belief":[59],"propagation.":[60],"With":[61],"our":[62,211],"approach,":[63],"an":[64,74,207,236],"attacker":[65],"can":[66],"infer":[67],"genomes":[69],"relatives":[72,120],"individual":[75],"whose":[76],"genome":[77,97],"or":[78],"phenotype":[79],"are":[80],"observed":[81,116],"by":[82,225],"notably":[83],"relying":[84],"Mendel\u2019s":[86],"Laws,":[87],"statistical":[88],"relationships":[89,136],"between":[90,95],"variants,":[93],"phenotype.":[100],"evaluate":[102,210],"effect":[104],"dependencies":[107],"privacy":[109,146,161,191],"with":[110],"respect":[111],"amount":[114],"variants":[117],"sharing":[121],"them.":[122],"also":[124,185],"how":[126,197],"algorithmic":[128],"performance":[129],"evolves":[130],"when":[131],"take":[133],"various":[135],"into":[137],"account.":[138],"Furthermore,":[139],"quantify":[141],"level":[143],"as":[147,182,233,235],"result":[149],"proposed":[152],"inference":[153],"attack,":[154],"discuss":[156],"possible":[157],"definitions":[158],"metrics,":[162],"compare":[164],"their":[165],"values":[166],"evolution.":[168],"Genomic":[169],"reveals":[171],"Mendelian":[172],"disorders":[173],"likelihood":[176],"developing":[178],"severe":[179],"diseases,":[180],"such":[181],"Alzheimer\u2019s.":[183],"introduce":[186],"quantification":[188],"health":[190],",":[192],"specifically,":[193],"measure":[195],"well":[198,234],"predisposition":[200],"disease":[203],"concealed":[205],"from":[206,217,229],"attacker.":[208],"approach":[212],"actual":[214],"pedigree":[219],"show":[221],"threat":[223],"extent":[224],"combining":[226],"gathered":[228],"genome-sharing":[231],"website":[232],"online":[237],"social":[238],"network.":[239]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":4}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2017-02-17T00:00:00"}
