{"id":"https://openalex.org/W4400276516","doi":"https://doi.org/10.1109/wcnc57260.2024.10570990","title":"A Blockchain-Based Trustworthy Federated Learning Privacy Protection Scheme","display_name":"A Blockchain-Based Trustworthy Federated Learning Privacy Protection Scheme","publication_year":2024,"publication_date":"2024-04-21","ids":{"openalex":"https://openalex.org/W4400276516","doi":"https://doi.org/10.1109/wcnc57260.2024.10570990"},"language":"en","primary_location":{"id":"doi:10.1109/wcnc57260.2024.10570990","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wcnc57260.2024.10570990","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Wireless Communications and Networking Conference (WCNC)","raw_type":"proceedings-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/A5018203151","display_name":"Xiaowei Liu","orcid":"https://orcid.org/0000-0002-0917-3720"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaowei Liu","raw_affiliation_strings":["Guangzhou Institute of Technology Xidian University,Guangzhou,China"],"affiliations":[{"raw_affiliation_string":"Guangzhou Institute of Technology Xidian University,Guangzhou,China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100338529","display_name":"Xiaohui Li","orcid":"https://orcid.org/0000-0002-1100-6550"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaohui Li","raw_affiliation_strings":["Xidian University,Telecommunications Engineering,Guangzhou,China"],"affiliations":[{"raw_affiliation_string":"Xidian University,Telecommunications Engineering,Guangzhou,China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073315739","display_name":"Ai Gu","orcid":"https://orcid.org/0000-0001-7642-9581"},"institutions":[{"id":"https://openalex.org/I4210113818","display_name":"China Electronic Product Reliability and Environmental Test Institute","ror":"https://ror.org/01f4k3b46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210113818"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ai Gu","raw_affiliation_strings":["China Electronic Product Reliability and Environment Testing Research Institute,Guangzhou,China"],"affiliations":[{"raw_affiliation_string":"China Electronic Product Reliability and Environment Testing Research Institute,Guangzhou,China","institution_ids":["https://openalex.org/I4210113818"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002357410","display_name":"Siting Lv","orcid":null},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siting Lv","raw_affiliation_strings":["Xidian University,Telecommunications Engineering,Guangzhou,China"],"affiliations":[{"raw_affiliation_string":"Xidian University,Telecommunications Engineering,Guangzhou,China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007944060","display_name":"Jianan Su","orcid":null},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianan Su","raw_affiliation_strings":["Guangzhou Institute of Technology Xidian University,Guangzhou,China"],"affiliations":[{"raw_affiliation_string":"Guangzhou Institute of Technology Xidian University,Guangzhou,China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5018203151"],"corresponding_institution_ids":["https://openalex.org/I149594827"],"apc_list":null,"apc_paid":null,"fwci":0.3491,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.63983045,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9805999994277954,"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":0.9805999994277954,"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/T11614","display_name":"Cloud Data Security Solutions","score":0.980400025844574,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9498999714851379,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/blockchain","display_name":"Blockchain","score":0.9641926288604736},{"id":"https://openalex.org/keywords/trustworthiness","display_name":"Trustworthiness","score":0.7940986752510071},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7780513763427734},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.7463858127593994},{"id":"https://openalex.org/keywords/privacy-protection","display_name":"Privacy protection","score":0.5744595527648926},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5590013861656189},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.5271285176277161},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.4947783350944519}],"concepts":[{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.9641926288604736},{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.7940986752510071},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7780513763427734},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.7463858127593994},{"id":"https://openalex.org/C3017597292","wikidata":"https://www.wikidata.org/wiki/Q25052250","display_name":"Privacy protection","level":2,"score":0.5744595527648926},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5590013861656189},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.5271285176277161},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.4947783350944519},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wcnc57260.2024.10570990","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wcnc57260.2024.10570990","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Wireless Communications and Networking Conference (WCNC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.6299999952316284}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2132172731","https://openalex.org/W2259030728","https://openalex.org/W2535690855","https://openalex.org/W2752689052","https://openalex.org/W2984693664","https://openalex.org/W2995022099","https://openalex.org/W3051272477","https://openalex.org/W3100779497","https://openalex.org/W3111419317","https://openalex.org/W3120346123","https://openalex.org/W3177095755","https://openalex.org/W3201807537","https://openalex.org/W4210630707","https://openalex.org/W4318619660","https://openalex.org/W4372348664","https://openalex.org/W6728757088","https://openalex.org/W6743821447","https://openalex.org/W6788944133","https://openalex.org/W6802006920"],"related_works":["https://openalex.org/W3022534164","https://openalex.org/W3128194758","https://openalex.org/W2138522421","https://openalex.org/W3046095319","https://openalex.org/W3197497514","https://openalex.org/W1591172238","https://openalex.org/W2111194702","https://openalex.org/W2972172135","https://openalex.org/W2116878667","https://openalex.org/W315296216"],"abstract_inverted_index":{"With":[0],"the":[1,52,58,74,77,94,104,107],"emergence":[2],"of":[3,51,76,101,106],"distributed":[4],"machine":[5],"learning,":[6],"federated":[7,34,40,83],"learning":[8,35,41,84],"has":[9],"become":[10],"a":[11,37,48,98],"prevalent":[12],"paradigm":[13],"for":[14,72],"multi-party":[15],"collaborative":[16],"training":[17,85],"scenarios.":[18],"To":[19],"address":[20],"security":[21,102],"vulnerabilities":[22],"such":[23],"as":[24],"imperfect":[25],"encryption":[26,54],"and":[27,60,91,103],"incapability":[28],"to":[29,56],"with-stand":[30],"attacks":[31],"within":[32],"existing":[33],"architectures,":[36],"blockchain-based":[38],"trustworthy":[39],"architecture":[42,46,79,96],"is":[43,69,109],"proposed.":[44],"The":[45],"utilizes":[47],"threshold":[49],"variant":[50],"Paillier":[53],"scheme":[55,68,108],"protect":[57],"local":[59],"global":[61],"model":[62],"updates.":[63],"A":[64],"flexible":[65],"Multi-Krum":[66],"selection":[67],"also":[70],"proposed":[71,95],"balancing":[73],"utility":[75],"overall":[78],"while":[80],"ensuring":[81],"safe":[82],"processes.":[86],"Based":[87],"on":[88],"theoretical":[89],"analysis":[90],"experimental":[92],"results,":[93],"demonstrates":[97],"high":[99],"level":[100],"feasibility":[105],"supported.":[110]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2025-10-10T00:00:00"}
