{"id":"https://openalex.org/W4391947749","doi":"https://doi.org/10.3390/s24041299","title":"Secure Aggregation Protocol Based on DC-Nets and Secret Sharing for Decentralized Federated Learning","display_name":"Secure Aggregation Protocol Based on DC-Nets and Secret Sharing for Decentralized Federated Learning","publication_year":2024,"publication_date":"2024-02-17","ids":{"openalex":"https://openalex.org/W4391947749","doi":"https://doi.org/10.3390/s24041299","pmid":"https://pubmed.ncbi.nlm.nih.gov/38400457"},"language":"en","primary_location":{"id":"doi:10.3390/s24041299","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24041299","pdf_url":"https://www.mdpi.com/1424-8220/24/4/1299/pdf?version=1708163302","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/24/4/1299/pdf?version=1708163302","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071140604","display_name":"Diogo Pereira","orcid":"https://orcid.org/0000-0002-1884-0994"},"institutions":[{"id":"https://openalex.org/I4210142352","display_name":"Laborat\u00f3rio Nacional de Computa\u00e7\u00e3o Cient\u00edfica","ror":"https://ror.org/0498ekt05","country_code":"BR","type":"government","lineage":["https://openalex.org/I4210142352"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Diogo Pereira","raw_affiliation_strings":["National Laboratory for Scientific Computing, Petr\u00f3polis 25651-075, RJ, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-1884-0994","affiliations":[{"raw_affiliation_string":"National Laboratory for Scientific Computing, Petr\u00f3polis 25651-075, RJ, Brazil","institution_ids":["https://openalex.org/I4210142352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014590768","display_name":"Paulo Ricardo Reis","orcid":"https://orcid.org/0000-0003-2050-6984"},"institutions":[{"id":"https://openalex.org/I4210142352","display_name":"Laborat\u00f3rio Nacional de Computa\u00e7\u00e3o Cient\u00edfica","ror":"https://ror.org/0498ekt05","country_code":"BR","type":"government","lineage":["https://openalex.org/I4210142352"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Paulo Ricardo Reis","raw_affiliation_strings":["National Laboratory for Scientific Computing, Petr\u00f3polis 25651-075, RJ, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-2050-6984","affiliations":[{"raw_affiliation_string":"National Laboratory for Scientific Computing, Petr\u00f3polis 25651-075, RJ, Brazil","institution_ids":["https://openalex.org/I4210142352"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021671858","display_name":"F\u00e1bio Borges","orcid":"https://orcid.org/0000-0001-5159-9517"},"institutions":[{"id":"https://openalex.org/I4210142352","display_name":"Laborat\u00f3rio Nacional de Computa\u00e7\u00e3o Cient\u00edfica","ror":"https://ror.org/0498ekt05","country_code":"BR","type":"government","lineage":["https://openalex.org/I4210142352"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"F\u00e1bio Borges","raw_affiliation_strings":["National Laboratory for Scientific Computing, Petr\u00f3polis 25651-075, RJ, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-5159-9517","affiliations":[{"raw_affiliation_string":"National Laboratory for Scientific Computing, Petr\u00f3polis 25651-075, RJ, Brazil","institution_ids":["https://openalex.org/I4210142352"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5071140604"],"corresponding_institution_ids":["https://openalex.org/I4210142352"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":0.9441,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.77476329,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"24","issue":"4","first_page":"1299","last_page":"1299"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998999834060669,"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":0.9998999834060669,"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/T10237","display_name":"Cryptography and Data Security","score":0.9998000264167786,"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/T10927","display_name":"Access Control and Trust","score":0.98089998960495,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.6769634485244751},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6177637577056885},{"id":"https://openalex.org/keywords/blockchain","display_name":"Blockchain","score":0.45956236124038696},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4591078758239746},{"id":"https://openalex.org/keywords/secret-sharing","display_name":"Secret sharing","score":0.4429454505443573},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.43356382846832275},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3316606879234314},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.22336116433143616},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.07258355617523193}],"concepts":[{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.6769634485244751},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6177637577056885},{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.45956236124038696},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4591078758239746},{"id":"https://openalex.org/C3087436","wikidata":"https://www.wikidata.org/wiki/Q1386603","display_name":"Secret sharing","level":3,"score":0.4429454505443573},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.43356382846832275},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3316606879234314},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.22336116433143616},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.07258355617523193},{"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":4,"locations":[{"id":"doi:10.3390/s24041299","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24041299","pdf_url":"https://www.mdpi.com/1424-8220/24/4/1299/pdf?version=1708163302","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:38400457","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38400457","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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10892453","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10892453","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10892453/pdf/sensors-24-01299.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:8e225c61707e4be49c8e89a99bee37fa","is_oa":false,"landing_page_url":"https://doaj.org/article/8e225c61707e4be49c8e89a99bee37fa","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"Sensors, Vol 24, Iss 4, p 1299 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/s24041299","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24041299","pdf_url":"https://www.mdpi.com/1424-8220/24/4/1299/pdf?version=1708163302","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391947749.pdf"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1564775601","https://openalex.org/W1601454324","https://openalex.org/W1952958290","https://openalex.org/W1967927711","https://openalex.org/W2020298878","https://openalex.org/W2053158581","https://openalex.org/W2076747309","https://openalex.org/W2087811006","https://openalex.org/W2112796928","https://openalex.org/W2127644875","https://openalex.org/W2141420453","https://openalex.org/W2535690855","https://openalex.org/W2541884796","https://openalex.org/W2591882872","https://openalex.org/W2787878670","https://openalex.org/W2911327153","https://openalex.org/W2914212774","https://openalex.org/W2963456518","https://openalex.org/W3043303805","https://openalex.org/W3111419317","https://openalex.org/W3175181992","https://openalex.org/W3185484358","https://openalex.org/W3186590963","https://openalex.org/W3205368495","https://openalex.org/W4285218634","https://openalex.org/W4290963548","https://openalex.org/W4377293783","https://openalex.org/W6764838729"],"related_works":["https://openalex.org/W4210406818","https://openalex.org/W4306779889","https://openalex.org/W4386732777","https://openalex.org/W3211706803","https://openalex.org/W4382775358","https://openalex.org/W4246942721","https://openalex.org/W3209862047","https://openalex.org/W4304136894","https://openalex.org/W2989851257","https://openalex.org/W2799059781"],"abstract_inverted_index":{"In":[0,77],"the":[1,31,87,96,99,105,120,127,151,169,175,189,199,212],"era":[2],"of":[3,9,18,89,98,129,196],"big":[4],"data,":[5,113],"millions":[6,8],"and":[7,39,64],"data":[10,25,32,53],"are":[11,36,62,102],"generated":[12],"every":[13],"second":[14],"by":[15],"different":[16],"types":[17],"devices.":[19],"Training":[20],"machine-learning":[21],"models":[22,101],"with":[23,104,162,188],"these":[24],"has":[26],"become":[27],"increasingly":[28],"common.":[29],"However,":[30,92],"used":[33],"for":[34,50,68,74,138],"training":[35,214],"often":[37],"sensitive":[38],"may":[40],"contain":[41],"information":[42,73],"such":[43],"as":[44,83],"medical,":[45],"banking,":[46],"or":[47],"consumer":[48],"records,":[49],"example.":[51],"These":[52],"can":[54,110],"cause":[55],"problems":[56],"in":[57,172],"people's":[58],"lives":[59],"if":[60],"they":[61],"leaked":[63],"also":[65],"incur":[66],"sanctions":[67],"companies":[69],"that":[70,207,218],"leak":[71],"personal":[72,90],"any":[75],"reason.":[76],"this":[78],"context,":[79],"Federated":[80,140,186],"Learning":[81,187],"emerges":[82],"a":[84,115,134,146,159,163,194,204],"solution":[85],"to":[86,118,125,149,185,198],"privacy":[88,128,197],"data.":[91,131],"even":[93],"when":[94],"only":[95],"gradients":[97],"local":[100,130],"shared":[103],"central":[106,147],"server,":[107],"some":[108],"attacks":[109],"reconstruct":[111],"user":[112],"allowing":[114],"malicious":[116],"server":[117,148],"violate":[119],"FL":[121],"principle,":[122],"which":[123,142],"is":[124],"ensure":[126],"We":[132,167],"propose":[133],"secure":[135],"aggregation":[136,152],"protocol":[137,171,181,191],"Decentralized":[139],"Learning,":[141],"does":[143,208],"not":[144,209],"require":[145],"orchestrate":[150],"process.":[153],"To":[154],"achieve":[155],"this,":[156],"we":[157],"combined":[158],"Multi-Secret-Sharing":[160],"scheme":[161],"Dining":[164],"Cryptographers":[165],"Network.":[166],"validate":[168],"proposed":[170],"simulations":[173],"using":[174],"MNIST":[176],"handwritten":[177],"digits":[178],"dataset.":[179],"This":[180],"achieves":[182],"results":[183],"comparable":[184],"FedAvg":[190],"while":[192],"adding":[193],"layer":[195],"models.":[200],"Furthermore,":[201],"it":[202],"obtains":[203],"timing":[205],"performance":[206],"significantly":[210],"affect":[211],"total":[213],"time,":[215],"unlike":[216],"protocols":[217],"use":[219],"Homomorphic":[220],"Encryption.":[221]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
