{"id":"https://openalex.org/W4402157644","doi":"https://doi.org/10.1109/icc51166.2024.10622185","title":"Blockchain-Based Secure Federated Learning with Incentives: An Incomplete Information Static Game Approach","display_name":"Blockchain-Based Secure Federated Learning with Incentives: An Incomplete Information Static Game Approach","publication_year":2024,"publication_date":"2024-06-09","ids":{"openalex":"https://openalex.org/W4402157644","doi":"https://doi.org/10.1109/icc51166.2024.10622185"},"language":"en","primary_location":{"id":"doi:10.1109/icc51166.2024.10622185","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icc51166.2024.10622185","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2024 - IEEE International Conference on Communications","raw_type":"proceedings-article"},"type":"conference-paper","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/A5108726461","display_name":"Lingyi Cai","orcid":null},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingyi Cai","raw_affiliation_strings":["Research Center of 6G Mobile Communications, School of Cyber Science and Engineering, Huazhong University of Science and Technology,Wuhan,China,430074"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center of 6G Mobile Communications, School of Cyber Science and Engineering, Huazhong University of Science and Technology,Wuhan,China,430074","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009617425","display_name":"Yueyue Dai","orcid":"https://orcid.org/0000-0002-2163-987X"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yueyue Dai","raw_affiliation_strings":["Research Center of 6G Mobile Communications, School of Cyber Science and Engineering, Huazhong University of Science and Technology,Wuhan,China,430074"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center of 6G Mobile Communications, School of Cyber Science and Engineering, Huazhong University of Science and Technology,Wuhan,China,430074","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085618694","display_name":"Qiwei Hu","orcid":"https://orcid.org/0000-0003-0220-961X"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiwei Hu","raw_affiliation_strings":["Research Center of 6G Mobile Communications, School of Cyber Science and Engineering, Huazhong University of Science and Technology,Wuhan,China,430074"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center of 6G Mobile Communications, School of Cyber Science and Engineering, Huazhong University of Science and Technology,Wuhan,China,430074","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006394972","display_name":"Jiaxi Zhou","orcid":"https://orcid.org/0000-0001-8348-6859"},"institutions":[{"id":"https://openalex.org/I2800372957","display_name":"China Electronics Technology Group Corporation","ror":"https://ror.org/0098hst83","country_code":"CN","type":"company","lineage":["https://openalex.org/I2800372957"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaxi Zhou","raw_affiliation_strings":["The 38th Research Institute of China Electronics Technology Group Corporation,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The 38th Research Institute of China Electronics Technology Group Corporation,China","institution_ids":["https://openalex.org/I2800372957"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100678341","display_name":"Tao Jiang","orcid":"https://orcid.org/0000-0002-8482-1046"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Jiang","raw_affiliation_strings":["Research Center of 6G Mobile Communications, School of Cyber Science and Engineering, Huazhong University of Science and Technology,Wuhan,China,430074"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center of 6G Mobile Communications, School of Cyber Science and Engineering, Huazhong University of Science and Technology,Wuhan,China,430074","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"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":0.13702877,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2004","last_page":"2009"},"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.9984999895095825,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/blockchain","display_name":"Blockchain","score":0.8294030427932739},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7911263108253479},{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.6615076661109924},{"id":"https://openalex.org/keywords/complete-information","display_name":"Complete information","score":0.4104096293449402},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3983486294746399},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3758462965488434},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.33715346455574036},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.09345775842666626}],"concepts":[{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.8294030427932739},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7911263108253479},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.6615076661109924},{"id":"https://openalex.org/C113336015","wikidata":"https://www.wikidata.org/wiki/Q574010","display_name":"Complete information","level":2,"score":0.4104096293449402},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3983486294746399},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3758462965488434},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.33715346455574036},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.09345775842666626},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc51166.2024.10622185","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icc51166.2024.10622185","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2024 - IEEE International Conference on Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2106864314","https://openalex.org/W3006140890","https://openalex.org/W3042070225","https://openalex.org/W3110280668","https://openalex.org/W3120176213","https://openalex.org/W3120721446","https://openalex.org/W3135590557","https://openalex.org/W3156818449","https://openalex.org/W3177173743","https://openalex.org/W4226057940","https://openalex.org/W4285280274","https://openalex.org/W4287889573","https://openalex.org/W4290973692","https://openalex.org/W4290996033","https://openalex.org/W4297310180","https://openalex.org/W4312868796"],"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":{"Federated":[0],"learning":[1],"(FL)":[2],"is":[3,33],"a":[4,75,87],"distributed":[5],"artificial":[6],"intelligence":[7],"(AI)":[8],"paradigm":[9],"that":[10],"enables":[11],"clients":[12,61],"to":[13,58,62,80,113,117],"exchange":[14],"local":[15,48,64],"updates":[16],"and":[17,122,143,149,155],"builds":[18],"the":[19,24,28,40,45,69,83,92,96,107,126,131,153,158],"global":[20,97],"AI":[21],"model":[22,120],"on":[23,106],"central":[25,41],"server.":[26],"However,":[27],"performance":[29,94],"of":[30,47,95,157],"traditional":[31,51],"FL":[32,52,77],"easily":[34],"affected":[35],"by":[36],"poisoning":[37,84,141],"attacks":[38,142],"because":[39],"server":[42],"cannot":[43],"check":[44],"validity":[46],"updates.":[49],"Moreover,":[50,128],"lacks":[53],"an":[54,102],"effective":[55],"incentive":[56,103],"mechanism":[57,104],"sufficiently":[59],"motivate":[60],"update":[63],"models":[65],"actively.":[66],"To":[67],"address":[68],"above":[70],"problems,":[71],"we":[72,100,129],"first":[73],"propose":[74],"blockchain-based":[76],"(BFL)":[78],"framework":[79],"defend":[81,139],"against":[82,140],"attack":[85],"in":[86,119],"decentralized":[88],"manner":[89],"while":[90],"ensuring":[91],"high":[93],"model.":[98],"Then":[99],"design":[101],"based":[105],"static":[108],"game":[109],"with":[110],"incomplete":[111],"information":[112],"encourage":[114],"legitimate":[115,135],"nodes":[116,136],"participate":[118],"training":[121],"remove":[123],"attackers":[124],"from":[125],"BFL.":[127],"find":[130],"Nash":[132],"equilibrium":[133],"where":[134],"can":[137],"always":[138],"provide":[144],"high-quality":[145],"models.":[146],"Security":[147],"analysis":[148],"simulation":[150],"results":[151],"show":[152],"security":[154],"efficiency":[156],"proposed":[159],"schemes.":[160]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}