{"id":"https://openalex.org/W3036717830","doi":"https://doi.org/10.3233/shti200193","title":"Secure Collapsing Method Based on Fully Homomorphic Encryption","display_name":"Secure Collapsing Method Based on Fully Homomorphic Encryption","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3036717830","doi":"https://doi.org/10.3233/shti200193","mag":"3036717830","pmid":"https://pubmed.ncbi.nlm.nih.gov/32570417"},"language":"en","primary_location":{"id":"doi:10.3233/shti200193","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti200193","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.3233/shti200193","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091241652","display_name":"David Niyitegeka","orcid":"https://orcid.org/0000-0001-9310-9176"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210127572","display_name":"IMT Atlantique","ror":"https://ror.org/030hj3061","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210127572"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Niyitegeka David","raw_affiliation_strings":["INSERM UMR 1101 LaTIM, IMT Atlantique, Brest, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INSERM UMR 1101 LaTIM, IMT Atlantique, Brest, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I4210127572"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069264855","display_name":"Reda Bellafqira","orcid":"https://orcid.org/0000-0002-1131-4115"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210127572","display_name":"IMT Atlantique","ror":"https://ror.org/030hj3061","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210127572"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Bellafqira Reda","raw_affiliation_strings":["INSERM UMR 1101 LaTIM, IMT Atlantique, Brest, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INSERM UMR 1101 LaTIM, IMT Atlantique, Brest, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I4210127572"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011453874","display_name":"Emmanuelle G\u00e9nin","orcid":"https://orcid.org/0000-0003-4117-2813"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I161929037","display_name":"Universit\u00e9 de Bretagne Occidentale","ror":"https://ror.org/01b8h3982","country_code":"FR","type":"education","lineage":["https://openalex.org/I161929037"]},{"id":"https://openalex.org/I4210132604","display_name":"Centre Hospitalier R\u00e9gional Universitaire de Brest","ror":"https://ror.org/03evbwn87","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210105774","https://openalex.org/I4210132604","https://openalex.org/I4210161065"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Genin Emmanuelle","raw_affiliation_strings":["INSERM, Univ Brest, EFS, CHU Brest, UMR 1078 GGB, F-29200 Brest, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INSERM, Univ Brest, EFS, CHU Brest, UMR 1078 GGB, F-29200 Brest, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I4210132604","https://openalex.org/I161929037"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062289182","display_name":"Gouenou Coatrieux","orcid":"https://orcid.org/0000-0002-5643-0224"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210127572","display_name":"IMT Atlantique","ror":"https://ror.org/030hj3061","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210127572"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Coatrieux Gouenou","raw_affiliation_strings":["INSERM UMR 1101 LaTIM, IMT Atlantique, Brest, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INSERM UMR 1101 LaTIM, IMT Atlantique, Brest, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I4210127572"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10445434,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"270","issue":null,"first_page":"412","last_page":"416"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11928","display_name":"Genetic Syndromes and Imprinting","score":0.9473000168800354,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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"}},"topics":[{"id":"https://openalex.org/T11928","display_name":"Genetic Syndromes and Imprinting","score":0.9473000168800354,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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/T11287","display_name":"Cancer Genomics and Diagnostics","score":0.9071999788284302,"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/T10261","display_name":"Genetic Associations and Epidemiology","score":0.906499981880188,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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/homomorphic-encryption","display_name":"Homomorphic encryption","score":0.9376873970031738},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6976519823074341},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6650643944740295},{"id":"https://openalex.org/keywords/cryptosystem","display_name":"Cryptosystem","score":0.6415432095527649},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.576801061630249},{"id":"https://openalex.org/keywords/genome-wide-association-study","display_name":"Genome-wide association study","score":0.4950229525566101},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4452873766422272},{"id":"https://openalex.org/keywords/genetic-data","display_name":"Genetic data","score":0.4363013803958893},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41522255539894104},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4113022983074188},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2510601282119751},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.17491787672042847},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.13318347930908203},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.13194593787193298},{"id":"https://openalex.org/keywords/single-nucleotide-polymorphism","display_name":"Single-nucleotide polymorphism","score":0.12921884655952454},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.11491173505783081},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.09864938259124756},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.08822256326675415},{"id":"https://openalex.org/keywords/genotype","display_name":"Genotype","score":0.08219757676124573},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.06713229417800903}],"concepts":[{"id":"https://openalex.org/C158338273","wikidata":"https://www.wikidata.org/wiki/Q2154943","display_name":"Homomorphic encryption","level":3,"score":0.9376873970031738},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6976519823074341},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6650643944740295},{"id":"https://openalex.org/C6295992","wikidata":"https://www.wikidata.org/wiki/Q976521","display_name":"Cryptosystem","level":3,"score":0.6415432095527649},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.576801061630249},{"id":"https://openalex.org/C106208931","wikidata":"https://www.wikidata.org/wiki/Q1098876","display_name":"Genome-wide association study","level":5,"score":0.4950229525566101},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4452873766422272},{"id":"https://openalex.org/C2993807623","wikidata":"https://www.wikidata.org/wiki/Q7020","display_name":"Genetic data","level":3,"score":0.4363013803958893},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41522255539894104},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4113022983074188},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2510601282119751},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.17491787672042847},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.13318347930908203},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.13194593787193298},{"id":"https://openalex.org/C153209595","wikidata":"https://www.wikidata.org/wiki/Q501128","display_name":"Single-nucleotide polymorphism","level":4,"score":0.12921884655952454},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.11491173505783081},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.09864938259124756},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.08822256326675415},{"id":"https://openalex.org/C135763542","wikidata":"https://www.wikidata.org/wiki/Q106016","display_name":"Genotype","level":3,"score":0.08219757676124573},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.06713229417800903},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000067917","descriptor_name":"Cloud Computing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000067917","descriptor_name":"Cloud Computing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000067917","descriptor_name":"Cloud Computing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016494","descriptor_name":"Computer Security","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016494","descriptor_name":"Computer Security","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016494","descriptor_name":"Computer Security","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018907","descriptor_name":"Privacy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018907","descriptor_name":"Privacy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018907","descriptor_name":"Privacy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055106","descriptor_name":"Genome-Wide Association Study","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055106","descriptor_name":"Genome-Wide Association Study","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055106","descriptor_name":"Genome-Wide Association Study","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.3233/shti200193","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti200193","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:32570417","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32570417","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in health technology and informatics","raw_type":null},{"id":"pmh:oai:HAL:hal-03700381v1","is_oa":false,"landing_page_url":"https://hal.science/hal-03700381","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Studies in Health Technology and Informatics, 2020, 270, pp.412-416. ⟨10.3233/SHTI200193⟩","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.3233/shti200193","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti200193","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2539930818","https://openalex.org/W4406779505","https://openalex.org/W4403623784","https://openalex.org/W4393118461","https://openalex.org/W4390664647","https://openalex.org/W3012147850","https://openalex.org/W4313300189","https://openalex.org/W4402347828","https://openalex.org/W4391920153","https://openalex.org/W2407942904"],"abstract_inverted_index":{"In":[0],"this":[1,54],"paper,":[2],"we":[3,85],"propose":[4],"a":[5,21,46,58],"new":[6],"approach":[7],"for":[8],"performing":[9],"privacy-preserving":[10],"genome-wide":[11],"association":[12],"study":[13],"(GWAS)":[14],"in":[15],"cloud":[16],"environments.":[17],"This":[18],"method":[19,64],"allows":[20],"Genomic":[22,47],"Research":[23,48],"Unit":[24],"(GRU)":[25],"who":[26],"possesses":[27],"genetic":[28,39,103],"variants":[29,40],"of":[30,41,53,61,75,88,93],"diseased":[31],"individuals":[32,43],"(cases)":[33],"to":[34],"compare":[35],"his/her":[36],"data":[37,74,104],"against":[38],"healthy":[42],"(controls)":[44],"from":[45],"Center":[49],"(GRC).":[50],"The":[51],"originality":[52],"work":[55],"stands":[56],"on":[57,66,101,122],"secure":[59,94],"version":[60],"the":[62,67,80,106,111,115,119],"collapsing":[63],"based":[65],"logistic":[68],"regression":[69],"model":[70],"considering":[71],"that":[72,110],"all":[73],"GRU":[76],"are":[77],"stored":[78],"into":[79],"cloud.":[81],"To":[82],"do":[83],"so,":[84],"take":[86],"advantage":[87],"fully":[89],"homomorphic":[90],"encryption":[91],"and":[92],"multiparty":[95],"computation.":[96],"Experiment":[97],"results":[98,117],"carried":[99],"out":[100],"real":[102],"using":[105],"BGV":[107],"cryptosystem":[108],"indicate":[109],"proposed":[112],"scheme":[113],"provides":[114],"same":[116],"as":[118],"ones":[120],"achieved":[121],"clear":[123],"data.":[124]},"counts_by_year":[],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}