{"id":"https://openalex.org/W4382560670","doi":"https://doi.org/10.1093/comjnl/bxad060","title":"CSFL: Cooperative Security Aware Federated Learning Model Using The Blockchain","display_name":"CSFL: Cooperative Security Aware Federated Learning Model Using The Blockchain","publication_year":2023,"publication_date":"2023-06-20","ids":{"openalex":"https://openalex.org/W4382560670","doi":"https://doi.org/10.1093/comjnl/bxad060"},"language":"en","primary_location":{"id":"doi:10.1093/comjnl/bxad060","is_oa":false,"landing_page_url":"https://doi.org/10.1093/comjnl/bxad060","pdf_url":null,"source":{"id":"https://openalex.org/S44643521","display_name":"The Computer Journal","issn_l":"0010-4620","issn":["0010-4620","1460-2067"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Computer Journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047767330","display_name":"Jiaomei Zhang","orcid":"https://orcid.org/0000-0002-7124-4606"},"institutions":[{"id":"https://openalex.org/I111753288","display_name":"Fujian Normal University","ror":"https://ror.org/020azk594","country_code":"CN","type":"education","lineage":["https://openalex.org/I111753288"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaomei Zhang","raw_affiliation_strings":["College of Computer and Cyber Security, Qishan Campus, Fujian Normal University , No. 18, Middle Wulongjiang Avenue, Shangjie Town, Minhou County, Fuzhou, Fujian 350117 , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Cyber Security, Qishan Campus, Fujian Normal University , No. 18, Middle Wulongjiang Avenue, Shangjie Town, Minhou County, Fuzhou, Fujian 350117 , China","institution_ids":["https://openalex.org/I111753288"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073974408","display_name":"Ayong Ye","orcid":"https://orcid.org/0000-0002-2606-5406"},"institutions":[{"id":"https://openalex.org/I111753288","display_name":"Fujian Normal University","ror":"https://ror.org/020azk594","country_code":"CN","type":"education","lineage":["https://openalex.org/I111753288"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ayong Ye","raw_affiliation_strings":["College of Computer and Cyber Security, Qishan Campus, Fujian Normal University , No. 18, Middle Wulongjiang Avenue, Shangjie Town, Minhou County, Fuzhou, Fujian 350117 , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Cyber Security, Qishan Campus, Fujian Normal University , No. 18, Middle Wulongjiang Avenue, Shangjie Town, Minhou County, Fuzhou, Fujian 350117 , China","institution_ids":["https://openalex.org/I111753288"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100409547","display_name":"Jianwei Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I111753288","display_name":"Fujian Normal University","ror":"https://ror.org/020azk594","country_code":"CN","type":"education","lineage":["https://openalex.org/I111753288"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianwei Chen","raw_affiliation_strings":["College of Computer and Cyber Security, Qishan Campus, Fujian Normal University , No. 18, Middle Wulongjiang Avenue, Shangjie Town, Minhou County, Fuzhou, Fujian 350117 , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Cyber Security, Qishan Campus, Fujian Normal University , No. 18, Middle Wulongjiang Avenue, Shangjie Town, Minhou County, Fuzhou, Fujian 350117 , China","institution_ids":["https://openalex.org/I111753288"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100762148","display_name":"Yuexin Zhang","orcid":"https://orcid.org/0000-0002-3882-7041"},"institutions":[{"id":"https://openalex.org/I111753288","display_name":"Fujian Normal University","ror":"https://ror.org/020azk594","country_code":"CN","type":"education","lineage":["https://openalex.org/I111753288"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuexin Zhang","raw_affiliation_strings":["College of Computer and Cyber Security, Qishan Campus, Fujian Normal University , No. 18, Middle Wulongjiang Avenue, Shangjie Town, Minhou County, Fuzhou, Fujian 350117 , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Cyber Security, Qishan Campus, Fujian Normal University , No. 18, Middle Wulongjiang Avenue, Shangjie Town, Minhou County, Fuzhou, Fujian 350117 , China","institution_ids":["https://openalex.org/I111753288"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079796721","display_name":"Wenjie Yang","orcid":"https://orcid.org/0000-0002-5326-5382"},"institutions":[{"id":"https://openalex.org/I4210132990","display_name":"State Key Laboratory of Cryptology","ror":"https://ror.org/02pn5rj08","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210132990"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjie Yang","raw_affiliation_strings":["Fujian Provincial Key Laboratory of Network Security and Cryptology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fujian Provincial Key Laboratory of Network Security and Cryptology","institution_ids":["https://openalex.org/I4210132990"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5073974408"],"corresponding_institution_ids":["https://openalex.org/I111753288"],"apc_list":{"value":2635,"currency":"GBP","value_usd":3232},"apc_paid":null,"fwci":0.6345,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.72524588,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"67","issue":"4","first_page":"1298","last_page":"1308"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":1.0,"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":1.0,"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":0.9911999702453613,"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/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9779000282287598,"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/computer-science","display_name":"Computer science","score":0.8057156801223755},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.6399358510971069},{"id":"https://openalex.org/keywords/homomorphic-encryption","display_name":"Homomorphic encryption","score":0.6269679069519043},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.5447323322296143},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.5414351224899292},{"id":"https://openalex.org/keywords/proxy","display_name":"Proxy (statistics)","score":0.5385225415229797},{"id":"https://openalex.org/keywords/permission","display_name":"Permission","score":0.5235340595245361},{"id":"https://openalex.org/keywords/data-sharing","display_name":"Data sharing","score":0.4605691730976105},{"id":"https://openalex.org/keywords/blockchain","display_name":"Blockchain","score":0.4377387762069702},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.4208885133266449},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.4165579080581665},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.3905423581600189},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14021533727645874},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.09039002656936646},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.07187265157699585}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8057156801223755},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.6399358510971069},{"id":"https://openalex.org/C158338273","wikidata":"https://www.wikidata.org/wiki/Q2154943","display_name":"Homomorphic encryption","level":3,"score":0.6269679069519043},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.5447323322296143},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.5414351224899292},{"id":"https://openalex.org/C2780148112","wikidata":"https://www.wikidata.org/wiki/Q1432581","display_name":"Proxy (statistics)","level":2,"score":0.5385225415229797},{"id":"https://openalex.org/C2779089604","wikidata":"https://www.wikidata.org/wiki/Q7169333","display_name":"Permission","level":2,"score":0.5235340595245361},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.4605691730976105},{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.4377387762069702},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.4208885133266449},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.4165579080581665},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3905423581600189},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14021533727645874},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.09039002656936646},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.07187265157699585},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1093/comjnl/bxad060","is_oa":false,"landing_page_url":"https://doi.org/10.1093/comjnl/bxad060","pdf_url":null,"source":{"id":"https://openalex.org/S44643521","display_name":"The Computer Journal","issn_l":"0010-4620","issn":["0010-4620","1460-2067"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Computer Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.5199999809265137,"display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G3089220606","display_name":"5G\u8de8\u4e91\u6a21\u5f0f\u7684\u6570\u636e\u9690\u79c1\u4fdd\u62a4\u4e0e\u6297MITM\u653b\u51fb\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61872090","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3314425597","display_name":null,"funder_award_id":"61872088","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4778711934","display_name":"\u57fa\u4e8e\u62d3\u6251\u611f\u77e5\u548c\u8de8\u5c42\u534f\u4f5c\u7684\u8ba4\u77e5\u65e0\u7ebf\u7f51\u7edc\u5b89\u5168\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61771140","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7422118533","display_name":null,"funder_award_id":"61902289","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8070036389","display_name":null,"funder_award_id":"61972096","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W2541884796","https://openalex.org/W2620038827","https://openalex.org/W2781091734","https://openalex.org/W2787473289","https://openalex.org/W2896422817","https://openalex.org/W2913608349","https://openalex.org/W2956355137","https://openalex.org/W2963744840","https://openalex.org/W2972882814","https://openalex.org/W2974429275","https://openalex.org/W2977797911","https://openalex.org/W3006655855","https://openalex.org/W3015200820","https://openalex.org/W3020982436","https://openalex.org/W3021654819","https://openalex.org/W3027472889","https://openalex.org/W3033227554","https://openalex.org/W3040492708","https://openalex.org/W3084847664","https://openalex.org/W3091870957","https://openalex.org/W3123057515","https://openalex.org/W3158301207","https://openalex.org/W3198262235","https://openalex.org/W3213330817","https://openalex.org/W4226493408","https://openalex.org/W4318619660","https://openalex.org/W6679763910","https://openalex.org/W6757264462"],"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/W4386058539","https://openalex.org/W2956355137"],"abstract_inverted_index":{"Abstract":[0],"Federated":[1,91],"learning":[2],"(FL)":[3],"is":[4],"a":[5,52,88,100,122,152],"focus":[6,76],"of":[7,12,65,80,130,142],"research":[8],"in":[9,155],"the":[10,20,61,78,128,139,143,148],"area":[11],"privacy":[13,21,129],"protection":[14],"since":[15],"it":[16],"does":[17],"not":[18],"have":[19],"issues":[22,64],"that":[23,147],"arise":[24],"from":[25,35],"data":[26,118],"concentration.":[27],"Although":[28],"its":[29],"emergence":[30],"has":[31],"attracted":[32],"widespread":[33],"attention":[34],"academia":[36],"and":[37,71,86,106,112,135,157],"industry,":[38],"existing":[39],"works":[40],"on":[41,77],"FL":[42,47],"still":[43],"face":[44],"security":[45,113,156],"challenges.":[46],"can":[48],"be":[49],"considered":[50],"as":[51,69],"cooperative-based":[53],"task":[54],"to":[55,109,126],"achieve":[56],"global":[57],"model":[58,62,93,103],"sharing.":[59],"However,":[60],"raises":[63],"cooperative":[66,84],"security,":[67],"such":[68],"free-riding":[70],"poisoning":[72],"attacks.":[73],"Therefore,":[74],"we":[75,98,120],"behavior":[79],"participants":[81,131],"with":[82],"strong":[83],"relationships":[85],"build":[87],"Cooperative":[89],"Security-aware":[90],"Learning":[92],"using":[94],"blockchain.":[95],"In":[96],"addition,":[97],"propose":[99],"credit-based":[101],"economic":[102],"including":[104],"profit":[105],"punishment":[107],"mechanisms":[108],"ensure":[110],"fairness":[111],"among":[114],"participants.":[115],"Furthermore,":[116],"for":[117],"privacy,":[119],"develop":[121],"participation":[123],"permission":[124],"strategy":[125],"protect":[127],"through":[132],"proxy":[133],"re-encryption":[134],"homomorphic":[136],"encryption.":[137],"Finally,":[138],"simulation":[140],"results":[141],"real":[144],"datasets":[145],"show":[146],"proposed":[149],"scheme":[150],"achieves":[151],"good":[153],"performance":[154],"accuracy.":[158]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-16T07:32:37.131356","created_date":"2025-10-10T00:00:00"}
