{“id”:“https://openalex.org/W3180675036“,”doi“:”https://doi.org/10.109/swc50871.2021.00052“,”title“:”Federated Learning的分散聚合设计与研究“,”display_name“:”Federated Learning的分布式聚合设计与学习“,”publication_year“:2021,”publiation_date“:”2021-10-01“,”ids“:{”openalex“:”https://openalex.org/W3180675036“,”doi“:”https://doi.org/10.109/swc50871.2021.00052“,”mag“:”3180675036“},”language“:”en“,”primary_location“:{”is_oa“:false,”landing_page_url“:”https://doi.org/10.109/swc50871.2021.00052“,”pdf_url“:null,”source“:nul,”license“:null',”licence_id“:null,”version“:nuller,”is_accepted“:false,”is_published“:false},”type“:”article“,”type_crossref“:“proceedings-article”,”indexed_in“:[”crossref“],”open_access“:{”is_oa“:true,”oa_status“:”green“,”“oa_url”:“”https://digitalcommons.kennesaw.edu/cgi/viewcontent.cgi?article=1004&context=msse_etd“,”any_repository_has_fulltext“:true},”authorships“:[{”author_position“:”第一“,”作者“:{”id“:”https://openalex.org/A5058226684“,”display_name“:”Venkata Malladi“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I172980758“,”display_name“:”肯尼索州立大学“,”ror“:”https://ror.org/00jeqjx33“,”country_code“:”US“,”type“:“教育”,”世系“:[”https://openalex.org/I172980758“]}],”countries“:[”US“],”is_corresponding“:false,”raw_author_name“:”Venkata Malladi“,”raw _affiliation_strings“:【”Kennesaw State University,Marietta,GA,USA“】},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5075978435“,”display_name“:”Yi Joy Li“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I172980758“,”display_name“:”肯尼索州立大学“,”ror“:”https://ror.org/00jeqjx33“,”country_code“:”US“,”type“:“教育”,”世系“:[”https://openalex.org/I172980758“]}],”countries“:[”US“],”is_corresponding“:false,”raw_author_name“:”Yi Joy Li“,”raw _affiliation_strings“:【”Kennesaw State University,Marietta,GA,USA“】},{”author_position“:”middle“,”author“:{”id“https://openalex.org/A5062962146“,”display_name“:”Madhuri Siddula“,”orcid“:”https://orcid.org/0000-0001-7820-1679},“机构”:[{“id”:https://openalex.org/I35777872“,”display_name“:”北卡罗来纳农业技术州立大学“,”ror“:”https://ror.org/02aze4h65“,”country_code“:”US“,”type“:“教育”,”世系“:[”https://openalex.org/I35777872“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Madhuri Siddula“,”raw _ afiliation_strings“:[“北卡罗来纳州农工州立大学计算机科学系,北卡罗来那州格林斯博罗”]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5049288966“,”display_name“:”Daehee Seoand“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I157264075“,”display_name“:”桑明大学“,”ror“:”https://ror.org/01x4whx42“,”country_code“:”KR“,”type“:“教育”,”世系“:[”https://openalex.org/I157264075“]}],”国家“:[”KR“],”is_corresponding“:false,”raw_author_name“:”Daehee Seoand“,”raw _affiliation_strings“:[“韩国首尔桑明大学聚合工程学院”]},{“author_position”:“last”,“author”:{“id”:“https://openalex.org/A5022374886“,”display_name“:”炎黄“,”兽人“:”https://orcid.org/0000-0001-7775-4597},“机构”:[{“id”:https://openalex.org/I172980758“,”display_name“:”肯尼索州立大学“,”ror“:”https://ror.org/00jeqjx33“,”country_code“:”US“,”type“:“教育”,”世系“:[”https://openalex.org/I172980758“]}],”countries“:[”US“],”is_corresponding“:false,”raw_author_name“:”Yan Huang“,”raw _affiliation_strings“:【”Kennesaw State University,Marietta,GA,USA“】}],“countries_distinct_count”:2,“institutions_distict_count”:3,“corresponding_author_ids”:[],“correcponding_institution_ids“:[]”,“apc_list“:null,”apc_payed“:null,”has_fulltext“:false,”cited_by_count“:4,”cited_by_percentile_year“:{”min“:80,”max“:83},”biblio“:{volume”:null、“issue”:null、“first_page”:null}、“last_page”:null},“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/T11598“,”“display_name”:“互联网流量分类的机器学习”,“score”:0.9968,“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/T11045“,”“display_name”:“互联网用户信息隐私问题”,“score”:0.9953,“subfield”:{“id”:“https://openalex.org/subfields/3312“,”display_name“:”社会学与政治学“},”field“:{”id“:”https://openalex.org/fields/33“,”display_name“:”社会科学“},”域“:{”id“:”https://openalex.org/domains/2“,”display_name“:”社会科学“}}],”关键词“:[{”id“:”https://openalex.org/keywords/联邦学习“,”display_name“:”联合学习“,”score“:0.671434}],”概念“:[{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.865088},{”id“:”https://openalex.org/C93996380,“wikidata”:https://www.wikidata.org/wiki/Q44127“,”display_name“:”Server“,”level“:2,”score“:0.7719374},{”id“:”https://openalex.org/C2992525071,“wikidata”:https://www.wikidata.org/wiki/Q50818671“,”display_name“:”联合学习“,”level“:2,”score“:0.6905436},{”id“:”https://openalex.org/C62611344,“wikidata”:https://www.wikidata.org/wiki/Q1062658“,”display_name“:”节点(物理)“,”级别“:2,”分数“:0.61211085},{”id“:”https://openalex.org/C123657996,“wikidata”:https://www.wikidata.org/wiki/Q12271“,”display_name“:”Architecture“,”level“:2,”score“:0.57410586},{”id“:”https://openalex.org/C534932454,“wikidata”:https://www.wikidata.org/wiki/Q161410“,”display_name“:”对等“,”level“:2,”score“:0.55308735},{”id“:”https://openalex.org/C152880691,“wikidata”:https://www.wikidata.org/wiki/Q146813“,”display_name“:”Client\u2013server model“,”level“:3,”score“:0.5501722},{”id“:”https://openalex.org/C120314980,“wikidata”:https://www.wikidata.org/wiki/Q180634“,”display_name“:”分布式计算“,”level“:1,”score“:0.45291492},{”id“:”https://openalex.org/C4373008,“wikidata”:https://www.wikidata.org/wiki/Q513349“,”display_name“:”文件服务器“,”level“:2,”score“:0.42208654},{”id“:”https://openalex.org/C31258907,“wikidata”:https://www.wikidata.org/wiki/Q1301371“,”display_name“:”计算机网络“,”level“:1,”score“:0.40305874},{”id“:”https://openalex.org/C142362112,“wikidata”:https://www.wikidata.org/wiki/Q735“,”display_name“:”Art“,”level“:0,”score“:0.0},{”id“:”https://openalex.org/C66938386,“wikidata”:https://www.wikidata.org/wiki/Q633538“,”display_name“:”Structural engineering“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C127413603,“wikidata”:https://www.wikidata.org/wiki/Q11023“,”display_name“:”工程“,”级别“:0,”分数“:0.0},{”id“:”https://openalex.org/C153349607,“wikidata”:https://www.wikidata.org/wiki/Q36649“,”display_name“:”视觉艺术“,”level“:1,”score“:0.0}],”mesh“:[],”locations_count“:2,”location“:[{”is_oa“:false,”landing_page_url“:”https://doi.org/10.109/swc50871.2021.00052“,”pdf_url“:null,”source“:null,”license“:nully,”licence_id“:null,”version“:nuller,”is_accepted“:false,”is_published“:false},{”is_oa“:true,”landing_page_url”:“网址:https://digitalcommons.kennesaw.edu/msse_etd/4,“pdf_url”:https://digitalcommons.kennesaw.edu/cgi/viewcontent.cgi?article=1004&context=msse_etd,“源”:{“id”:https://openalex.org/S4306402216“,”display_name“:”Kennesaw数字共享州立大学(肯尼索州立大学)“,”issn_l“:null,”issn“:null:”is_oa“:true,”is_in_doaj“:false,”host_organization“:”https://openalex.org/I172980758“,”“host_organization_name”:“肯尼索州立大学”,“host_organization_lineage”:[“https://openalex.org/I172980758“],”host_organization_lineage_names“:[”Kennesaw State University“],“type”:“repository”},“license”:null,“licence_id”:null,“version”:“submittedVersion”,“is_accepted”:false,“is_published”:false}],“best_oa_location”:{“is_oa”:true,“landing_page_url”:“网址:https://digitalcommons.kennesaw.edu/msse_etd/4,“pdf_url”:https://digitalcommons.kennesaw.edu/cgi/viewcontent.cgi?article=1004&context=msse_etd,“源”:{“id”:https://openalex.org/S4306402216“,”display_name“:”Kennesaw的数字共享州立大学(肯尼索州立大学)“,”issn_l“:null,”issn“:null:”is_oa“:true,”is_in_doaj“:false,”host_organization“:”https://openalex.org/I172980758“,”“host_organization_name”:“肯尼索州立大学”,“host_organization_lineage”:[“https://openalex.org/I172980758“],”host_organization_lineage_names“:[”Kennesaw State University“],“type”:“repository”},“license”:null,“licence_id”:null,“version”:“submittedVersion”,“is_accepted”:false,“is_published”:false},”sustainable_development_goals“:[{”id“:”https://metadata.un.org/sdg/16“,”score“:0.81,”display_name“:”Peace,justice,and strong institutions“}],”grants“:[],”datasets“:【】,”versions“:【],”referenced_works_count“:23,”referrenced_works“:[”https://openalex.org/W1520914943","https://openalex.org/W2472664708","https://openalex.org/W2526910689","https://openalex.org/W2617960902","https://openalex.org/W2800806089","https://openalex.org/W2887985735","https://openalex.org/W2891959849","https://openalex.org/W2908659529","https://openalex.org/W2912213068","https://openalex.org/W2936436865","https://openalex.org/W2967429845","https://openalex.org/W2969231791","https://openalex.org/W2970606380","https://openalex.org/W2982302101","https://openalex.org/W2982407593","https://openalex.org/W3004155269","https://openalex.org/W3012539654","https://openalex.org/W3016632787","https://openalex.org/W3042029390","https://openalex.org/W3080131774","https://openalex.org/W3158590963","https://openalex.org/W4293363185","https://openalex.org/W4318619660“],”related_works“:[”https://openalex.org/W96515423","https://openalex.org/W4289655417","https://openalex.org/W3047641002","https://openalex.org/W2535099400","https://openalex.org/W2165440220","https://openalex.org/W2165162270","https://openalex.org/W2094337296","https://openalex.org/W2041650491","https://openalex.org/W2033483503","https://openalex.org/W1524078913“],”ngrams_url“:”https://api.openalex.org/works/W3180675036/ngrams网站“,”“abstract_inverted_index”:{“The”:[0239],“avenue”:[1],“of”:[2,30,55,70153],“machine”:[3],“learning”:[4],“technologies”:[5210],“has”:[6],“given”:[7],“rise”:[8],“to”:[9,22,39,61115157165165193221],“moder”:[10],“devices”:[11],14,38,88154198],“用于”:[15,76108203207213],“决定”:[16],“制作“:[17],”和“:[18,35,65,95111146195217252],”提供“:[19],”丰富“:[20],”内容“:[21],”用户。“:[23],”此“:[24225],”通常“:[25],”涉及“:[26104],”处理“:[27],”巨大“:[28],”卷“:[29,69],”数据“:[31,56,71,91130],”in“:[32233248256],”中央“:[33,63106159171205],”服务器“:[34],”发送“:[36],”更新“:[37199],”最终用户“:[40],”设备。“:[41101],”There“:[42],”are“:[43122139211],”two“:[44],”main“:[45],”concerns“:[46],”on“:[47,89],”this“:[C8169],”server“:[49,64107127160172206],”architecture“,”:[50],“one”:[51192194],”is“:[52,58,68149177181],”the“:[53,66,74,77,93,97109112125129137158184190201228243],“隐私”:[54151255],“该”:[57242],“正在“:[59141155],”传输“:[60],”a“:[62105150204234249257],”其他“:[67100],”发送“:[72],”通过“:[73],”网络“:[75237],“型号”:[78,98120],”更新。“:[79],”联合“:[8102144174179],”学习“:[8103145180],”帮助“:[82],”解决“:[83],”这些“:[84],”问题“:[85],”通过“:[86],”培训“:[87],”本地“:[90],”内部“:[92],”设备“:[94],”聚合“:[96],”聚合“:[110],”结果“:[113],”更新“:[114],”客户端“:[117],”此处“:[118],“仅”:[119],“参数”:[121185],“共享”:[123156],“不是“:[128140],“自身”:[131],“因此”:[132253],“保存”:[133],“隐私”。“:[134],”“但是”:[135],“全部”:[136],“应用程序”:[138],“兼容”:[142],“也”:[147],“那里”:[148],“关注”:[152],“其中”:[161176],“可以”:[162],“是”:[163187],“易受攻击”:[164],“恶意”:[166],“攻击”。“:[167],”In“:[168],”paper“:[170],”free“:[173],”Learning“:[175],”decentralized“:[178250],”used“:[182],”where“:183],”will“:[186],”exchange“:[188],”between“:[189215246],”clients“:[191216229247],”get“:[196],”their“:[197],”removing“:[200],”need“:[202],”aggregation“。“:[208],“对等”:[209],“已使用”:[212],“通信”:[214],“不同”:[218],“节点”:[219],“架构”:[220],“实现”:[222],“更好”:[223],“准确性”。“:[224],”happers“:[226245],”when“:[227],”meet“:[230],”another“:[231],”client“:[232],”connected“:[235],”social“:[236],”environment“。“:[238],”结果“:[240],”表演“:[241],”交流“:[244],”时尚“:[251],”实现“:[254],”更多“:[258],”信任“:[259],”方式。“:[260]},”cited_by_api_url“:”https://api.openalex.org/works?filter=cites:W3180675036“,”counts_by_year“:[{”年份“:2024,”cited_by_count“:1},{”年“:2022,”cited_by_count”:3}],”更新日期“:“2024-06-03T08:49:11.761101”,”创建日期“:”2021-07-19“}