{“id”:“https://openalex.org/W3087463235“,”doi“:”https://doi.org/10.109/mci.2022.3180932“,”title“:”When Federated Learning Meets Blockchain:A New Distributed Learning Paradigm“,”display_name“:”当联合学习遇到区块链:一个新的分布式学习范式“,”publication_year“:2022,”publitation_date“:”2022-08-01“,”ids“:{”openalex“:”https://openalex.org/W3087463235网址“,”doi“:”https://doi.org/10.1109/mci.2022.3180932“,”mag“:”3087463235“},”language“:”en“,”primary_location“:{”is_oa“:false,”landing_page_url“:”https://doi.org/10.109/mci.2022.3180932“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S104797584“,”display_name“:”IEEE计算智能杂志“,”issn_l“:”1556-603X“,”issn“:[”1556-603X“,”1556-6048“],”is_oa“:false,”is_in_doaj“:false,”host_organization“:”https://openalex.org/P4310318808“,”“host_organization_name”:“电气与电子工程师学会”,“host_ordanization_lineage”:[“https://openalex.org/P4310318808“],”host_organization_lineage_names“:[”电气与电子工程师协会“],“type”:“journal”},“license”:null,“licence_id”:null,“version”:nully,“is_accepted”:false,“is_published”:false},”type“:”article“,”type_crossref“:“jornal-article”,“indexed_in”:[”crossref“],‘open_access’:{”is_oa“:true,”“oa_status”:“green”,“oa_url”:“”http://arxiv.org/pdf/2009.09338“,”any_repository_has_fulltext“:true},”authorships“:[{”author_position“:”第一“,”作者“:{”id“:”https://openalex.org/A5081768220“,”display_name“:”川马“,”兽人“:”https://orcid.org/0000-0001-6198-9498},“机构”:[{“id”:https://openalex.org/I36399199“,”display_name“:”南京科技大学“,”ror“:”https://ror.org/00xp9wg62“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I36399199“]}],”国家“:[”CN“],”is_corresponding“:false,”raw_author_name“:”川马“,”raw _ afiliation_strings“:[“中国南京科技大学”],”affiliations“:[{”raw_ afiliation _string“:”中国南京科技学院“,”institution_ids“:[https://openalex.org/I36399199“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5027835055“,”display_name“:”Jun Li“,”orcid“:”https://orcid.org/0000-0002-7172-7851},“机构”:[{“id”:https://openalex.org/I36399199“,”display_name“:”南京科技大学“,”ror“:”https://ror.org/00xp9wg62“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I36399199“]}],”国家“:[”CN“],”is_corresponding“:false,”raw_author_name“:”Jun Li“,”raw _affiliation_strings“:[“中国南京理工大学”],”affiliations“:[{”raw _affiliation_string“:”中国南京理工大“,”institution_ids“:[https://openalex.org/I36399199“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5085426080“,”display_name“:”龙石“,”兽人“:”https://orcid.org/0000-0003-0914-218X},“机构”:[{“id”:https://openalex.org/I36399199“,”display_name“:”南京科技大学“,”ror“:”https://ror.org/00xp9wg62“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I36399199“]}],”国家“:[”CN“],”is_corresponding“:false,”raw_author_name“:”Long Shi“,”raw _affiliation_strings“:[“中国南京理工大学”],”affiliations“:[{”raw _affiliation_string“:”中国南京理工大“,”institution_ids“:[https://openalex.org/I36399199“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5075722123“,”display_name“:”Ming Ding“,”orcid“:”https://orcid.org/0000-0002-3690-0321},“机构”:[{“id”:https://openalex.org/I1292875679“,”display_name“:”英联邦科学与工业研究组织“,”ror“:”网址:https://ror.org/03qn8fb07“,”country_code“:”AU“,”type“:”government“,”沿袭“:[”https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119“]}],”countries“:[”AU“],”is_corresponding“:false,”raw_author_name“:”Ming Ding“,”raw _affiliation_strings“:【”CSIRO,Australia“】,”affiliations“:[{”raw_affiliation_string“:”CSIRO,Austraia“,”institution_ids“:[“https://openalex.org/I1292875679“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5066110295“,”display_name“:”Taotao Wang“,”orcid“:”https://orcid.org/0009-0007-9730-0411},“机构”:[{“id”:https://openalex.org/I180726961“,”display_name“:”深圳大学“,”ror“:”https://ror.org/01vy4gh70“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I180726961“]}],”国家“:[”CN“],”is_corresponding“:false,”raw_author_name“:”Taotao Wang“,”raw_affiliation_strings“:[中国深圳大学],”affiliations“:[{”raw_affiliation_string“:”中国深圳大学“,”institution_ids“:[“https://openalex.org/I180726961“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5063667378“,”display_name“:”朱翰“,”兽人“:”https://orcid.org/0000-0002-6606-5822},“机构”:[{“id”:https://openalex.org/I44461941“,”display_name“:”休斯顿大学“,”ror“:”https://ror.org/048sx0r50“,”country_code“:”US“,”type“:“教育”,”世系“:[”https://openalex.org/I44461941“]},{”id“:”https://openalex.org/I35928602“,”display_name“:”京熙大学“,”ror“:”https://ror.org/01zqcg218“,”country_code“:”KR“,”type“:“教育”,”世系“:[”https://openalex.org/I35928602“]],”国家“:[”韩国“,”美国“],”is_corresponding“:false,”raw_author_name“:”Zhu Han“,”raw_affiation_strings“:[”韩国庆熙大学“,”美国休斯敦大学“],”附属机构“:[{”raw_affiation_string“:”美国休斯敦大学“,”institution_ids“:[”https://openalex.org/I44461941“]},{”raw_affiliation_string“:”韩国庆熙大学“,”institution_ids“:[”https://openalex.org/I35928602“]}]},{”author_position“:”last“,”author“:{”id“:”https://openalex.org/A5042307561“,”display_name“:”H.Vincent Poor“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I20089843“,”display_name“:”普林斯顿大学“,”ror“:”https://ror.org/00hx57361“,”country_code“:”US“,”type“:“教育”,”世系“:[”https://openalex.org/I20089843“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”H.Vincent Poor“,”raw_affiliation_strings“:[“美国普林斯顿大学”],”affiliations“:[{”raw_affiliation_string“:”美国普林斯顿学院“,”institution_ids“:[https://openalex.org/I20089843“]}]}],”countries_destict_count“:4,”institutions_disict_count“:6,”corresponding_author_ids“:[],”corresponding_institution_ids“:[],”apc_list“:null,”apc_payed“:null,”has_fulltext“:false,”cited_by_count“:50,”cited_by_percentle_year“:{”min“:99,”max“:100},”biblio“:{”volume“:”17“,”issue“:”3“,”first_page“:”26“,”last_page“ge“:”33“},”is_retracted“:false,”is_paratext“:false,”primary_topic“:{”id“:”https://openalex.org/T10764“,”“display_name”:“数据分析和机器学习的隐私保护技术”,“score”:1.0,“subfield”:{“id”:“https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},”主题“:[{”id“:”https://openalex.org/T10764“,”“display_name”:“数据分析和机器学习的隐私保护技术”,“score”:1.0,“subfield”:{“id”:“https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},{”id“:”https://openalex.org/T10237“,”“display_name”:“高级加密方案和协议”,“score”:0.9941,“subfield”:{“id”:“https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},{”id“:”https://openalex.org/T11704“,”“display_name”:“众包研究与数据收集”,“score”:0.9846,“subfield”:{“id”:“https://openalex.org/subfields/1706“,”display_name“:”计算机科学应用程序“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}}],”关键词“:[{”id“:”https://openalex.org/keywords/联邦学习“,”display_name“:”联合学习“,”score“:0.693702},{”id“:”https://openalex.org/keywords/searchable加密“,”display_name“:”Searchable Encryption“,”score“:0.514087},{”id“:”https://openalex.org/keywords/difference-privacy网站“,”display_name“:”Differential Privacy“,”score“:0.513507},{”id“:”https://openalex.org/keywords/secure-multi-party-computation网站“,”display_name“:”安全多方计算“,”score“:0.510311}],”concepts“:[{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198(网址:https://www.wikidata.org/wiki/Q21198)“,”display_name“:”计算机科学“,”level“:0,”score“:0.86334014},{”id“:”https://openalex.org/C165136773,“wikidata”:https://www.wikidata.org/wiki/Q1363179“,”display_name“:”单点故障“,”level“:2,”score“:0.8324125},{”id“:”https://openalex.org/C2779687700,“wikidata”:https://www.wikidata.org/wiki/Q20514253“,”display_name“:”区块链“,”level“:2,”score“:0.7503286},{”id“:”https://openalex.org/C23130292,“wikidata”:https://www.wikidata.org/wiki/Q5275358“,”display_name“:”差异隐私“,”level“:2,”score“:0.5872223},{”id“:”https://openalex.org/C132964779,“wikidata”:https://www.wikidata.org/wiki/Q2110223“,”display_name“:”Raw data“,”level“:2,”score“:0.5081036},{”id“:”https://openalex.org/C2779582901,“wikidata”:https://www.wikidata.org/wiki/Q21013010“,”display_name“:”分布式学习“,”level“:2,”score“:0.50324625},{”id“:”https://openalex.org/C2992525071,“wikidata”:https://www.wikidata.org/wiki/Q50818671“,”display_name“:”联合学习“,”level“:2,”score“:0.49104},{”id“:”https://openalex.org/C2779965156,“wikidata”:https://www.wikidata.org/wiki/Q5227350“,”display_name“:”数据共享“,”level“:3,”score“:0.48106956},{”id“:”https://openalex.org/C98045186,“wikidata”:https://www.wikidata.org/wiki/Q205663“,”display_name“:”Process(computing)“,”level“:2,”score“:0.4546554},{”id“:”https://openalex.org/C120314980,“wikidata”:https://www.wikidata.org/wiki/Q180634网址“,”display_name“:”分布式计算“,”level“:1,”score“:0.4194394},{”id“:”https://openalex.org/C38652104,“wikidata”:https://www.wikidata.org/wiki/Q3510521“,”display_name“:”计算机安全“,”level“:1,”score“:0.41730186},{”id“:”https://openalex.org/C93996380,“wikidata”:https://www.wikidata.org/wiki/Q44127“,”display_name“:”服务器“,”级别“:2,”分数“:0.412535},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.4043136},{”id“:”https://openalex.org/C124101348,“wikidata”:https://www.wikidata.org/wiki/Q172491“,”display_name“:”数据挖掘“,”level“:1,”score“:0.194888454},{”id“:”https://openalex.org/C136764020,“wikidata”:https://www.wikidata.org/wiki/Q466“,”display_name“:”万维网“,”级别“:1,”分数“:0.18588555},{”id“:”https://openalex.org/C71924100,“wikidata”:https://www.wikidata.org/wiki/Q11190“,”display_name“:”Medicine“,”level“:0,”score“:0.0},{”id“:”https://openalex.org/C15744967,“wikidata”:https://www.wikidata.org/wiki/Q9418“,”display_name“:”心理学“,”等级“:0,”分数“:0.0},{”id“:”https://openalex.org/C19417346,“wikidata”:https://www.wikidata.org/wiki/Q7922“,”display_name“:”教育学“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C204787440,“wikidata”:https://www.wikidata.org/wiki/Q188504“,”display_name“:”替代医学“,”level“:2,”score“:0.0},{”id“:”https://openalex.org/C142724271,“wikidata”:https://www.wikidata.org/wiki/Q7208“,”display_name“:”病理“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C199360897,“wikidata”:https://www.wikidata.org/wiki/Q9143“,”display_name“:”编程语言“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C111919701,“wikidata”:https://www.wikidata.org/wiki/Q9135“,”display_name“:”操作系统“,”level“:1,”score“:0.0}],”mesh“:[],”locations_count“:2,”location“:[{”is_oa“:false,”landing_page_url“:”https://doi.org/10.109/mci.2022.3180932“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S104797584“,”display_name“:”IEEE计算智能杂志“,”issn_l“:”1556-603X“,”issn“:[”1556-603X“,”1556-6048“],”is_oa“:false,”is_in_doaj“:false,”host_organization“:”https://openalex.org/P4310318808“,”“host_organization_name”:“电气与电子工程师学会”,“host_ordanization_lineage”:[“https://openalex.org/P4310318808“],”host_organization_lineage_names“:[”电气与电子工程师协会“],“type”:“journal”},“license”:null,“licence_id”:nul,“version”:null,“is_accepted”:false,“is_published”:false},{“is_oa”:true,“landing_page_url”:“http://arxiv.org/abs/2009.09338,“pdf_url”:http://arxiv.org/pdf/2009.09338,“源”:{“id”:https://openalex.org/S4306400194“,”display_name“:”arXiv(康奈尔大学)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_ in_doaj“:false,”host_organization“:”https://openalex.org/I205783295“,”“host_organization_name”:“康奈尔大学”,“host_organization_lineage”:[“https://openalex.org/I205783295“],”host_organization_lineage_names“:[”康奈尔大学“],“type”:“repository”},“license”:null,“licence_id”:null,“version”:“submittedVersion”,“is_accepted”:false,“is_published”:false}],“best_oa_location”:{“is_oa”:true,“landing_page_url”:“http://arxiv.org/abs/2009.09338,“pdf_url”:http://arxiv.org/pdf/2009.09338,“源”:{“id”:https://openalex.org/S4306400194“,”display_name“:”arXiv(康奈尔大学)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_ in_doaj“:false,”host_organization“:”https://openalex.org/I205783295“,”“host_organization_name”:“康奈尔大学”,“host_organization_lineage”:[“https://openalex.org/I205783295“],”host_organization_lineage_names“:[”康奈尔大学“],“type”:“repository”},“license”:null,“licence_id”:null,“version”:“submittedVersion”,“is_accepted”:false,“is_published”:false},”sustainable_development_goals“:[],“grants”:[{“funder”:“https://openalex.org/F4320306076“,”“funder_display_name”:“国家科学基金会”,“award_id”:“ECCS-2039716”},{“funder”:“https://openalex.org/F4320306076“,”“funder_display_name”:“国家科学基金会”,“award_id”:“CNS-2107216”},{“funder”:“https://openalex.org/F4320306076“,”“funder_display_name”:“国家科学基金会”,“award_id”:“CNS-2128368”},{“funder”:“https://openalex.org/F4320321001“,”“funder_display_name”:“国家自然科学基金”,“award_id”:“62002170”},{“funder”:“https://openalex.org/F4320321001“,”“funder_display_name”:“国家自然科学基金”,“award_id”:“61872184”},{“funder”:“https://openalex.org/F4320322769“,”“funder_display_name”:“江苏省自然科学基金”,“award_id”:“BK20210331”},{“funder”:“https://openalex.org/F4320335787“,”“funder_display_name”:“中央高校基本科研业务费”,“award_id”:“30919011274”}],“datasets”:[],“versions”:[],“referenced_works_count”:14,“referrenced_works”:[”https://openalex.org/W2530417694","https://openalex.org/W2758001647","https://openalex.org/W2912213068","https://openalex.org/W2951832089","https://openalex.org/W2974429275","https://openalex.org/W2980440927","https://openalex.org/W2990700079","https://openalex.org/W3013124972","https://openalex.org/W3014790125","https://openalex.org/W3018464563","https://openalex.org/W3021909663","https://openalex.org/W3042070225","https://openalex.org/W3103802018","https://openalex.org/W3123346250“],”related_works“:[”https://openalex.org/W4366307888","https://openalex.org/W4322580403","https://openalex.org/W4312762663","https://openalex.org/W4293499217","https://openalex.org/W4286971788","https://openalex.org/W4280591108","https://openalex.org/W3199340467","https://openalex.org/W3193217249","https://openalex.org/W3157608626","https://openalex.org/W3132132958“],”ngrams_url“:”https://api.openalex.org/works/W3087463235/ngrams网站“,”abstract_inverted_index“:{”动机“:[0],”by“:[1,11181],”the“:[2,12,50,62107124132155166],”increased“:[3],”powerful“:[4],”computing“:[5],”capabilities“:[6],”of“:[7,88134],”最终用户“:[8],”equipment“:[9],”and“:[10,40,73110115131138148161198217],”growing“:[13],”privacy“:[14,59216],“关注点“:[15],”over“:[16],”共享“:[17,54],”敏感“:[18],”原始“:[19],”数据“:[20],”a“:[21,45,69,79,93113159173],”分布式“:[22],”机器“:[23],”学习“:[24,29,42108117],”范例“:[25],”已知“:[26],”作为“:[2722],“联邦”:[28],“(FL)”:[30],“有”:[31,49],“出现了。“:[32],”By“:[33],”training“:[34135],”models“:[35,43179],”local“:[36],”at“:[37,44],”each“:[38145],”client“:[39175],”aggregating“:[41],”central“:[46,71],”server“:[47,72],”FL“:[C8,64,96137],”capability“:[51],”to“:[52184191203212224],”avoid“:[53],”data“:55],“直接”:[56],“由此”:[57],“减少”:[58],“泄漏。“:[60],”“然而,”:[61],“常规”:[63],“框架”:[65,97168],“依赖”:[66],“严重”:[67],“on”:[68206],“单一”:[70,86],“it”:[74],“可能”:[75],“失败”:[76],“如果”:[77],“这样”:[78],“服务器”:[80],“行为”:[81],“恶意。“:[82],“收件人”:[83193],“地址”:[84194],“此”:[85,91122],“点”:[87],“失败”:[89],“in”:[90154165],“工作”:[92],“区块链辅助”:[94],“去中心化”:[95130],“是”:[98128169],“已调查”:[99],“其中”:[100],“可以”:[101176],“预防”:[102],“恶意”:[103],“客户端”:[104183],“来自”:[105],“中毒”:[106],“过程”:[109],“因此,“:[111],”提供“:[112],”自我激励“:[114],”可靠“:[116],”环境“:[118],”用于“:[119136140],”客户端。“:[120227],”In“:[121171],”framework“,:[123157],”model“:[125],”aggregation“:[126],”process“:[127],“fully”:[129],“tasks”:[133],“mining”:[139],“blockchain”:[141],“are”:[142151201],“integrated”:[143],“income”:[144],“参与者。“:[146],”隐私“:[147],”资源分配“:[149],”问题“:[150],”进一步“:[152],”调查“:[153],”提议“:[156167],”关键“:[160],”独特“:[162],”发布“:[163],”固有“:[164],”公开“。“:[170],”特别“,”:[172],”懒惰“:[174226],”简单“:[177],”重复“:[178],”共享“:[180],”其他“:[182],”收获“:[185],”利益“:[186],”无“:[187],”贡献“:[188],”其“:[189],”资源“:[190],”FL.“:[192],”这些“:[195],”问题“:[196],”分析“:[197],”实验“:[199],“结果”:[200],“提供”:[202],“棚”:[204],“光”:[205],“可能的“:[207],”解决方案“:[208],”即,“:[209],”添加“:[210],”噪声“:[211],”实现“:[213],”本地“:[214],”差分“:[215],”使用“:[218],”伪噪声“:/219],”(PN)“:[220],”序列“:[221],”水印“:[223],”检测“:[225]},”引用_by_api_url“:”https://api.openalex.org/works?filter=cites:W3087463235“,”counts_by_year“:[{”年“:2024,”cited_by_count“:7},{”年份“:2023,”cited_by_count”:25},“年份”:2022