{"id":"https://openalex.org/W3129232727","doi":"https://doi.org/10.1109/mnet.011.2000249","title":"A Trusted Consensus Scheme for Collaborative Learning in the Edge AI Computing Domain","display_name":"A Trusted Consensus Scheme for Collaborative Learning in the Edge AI Computing Domain","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3129232727","doi":"https://doi.org/10.1109/mnet.011.2000249","mag":"3129232727"},"language":"en","primary_location":{"id":"doi:10.1109/mnet.011.2000249","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.011.2000249","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Network","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/A5100360148","display_name":"Ke Wang","orcid":"https://orcid.org/0000-0003-2460-7758"},"institutions":[{"id":"https://openalex.org/I4210146271","display_name":"Jinan University","ror":"https://ror.org/04bgbsx11","country_code":"LB","type":"education","lineage":["https://openalex.org/I4210146271"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Ke Wang","raw_affiliation_strings":["Jinen University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jinen University","institution_ids":["https://openalex.org/I4210146271"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101615874","display_name":"Peng Xu","orcid":"https://orcid.org/0000-0001-5756-3494"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ship Peng Xu","raw_affiliation_strings":["Harbin Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068618830","display_name":"Chien\u2010Ming Chen","orcid":"https://orcid.org/0000-0002-6502-472X"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chien-Ming Chen","raw_affiliation_strings":["Shandong University of Science and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong University of Science and Technology","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054720572","display_name":"SK Hafizul Islam","orcid":"https://orcid.org/0000-0002-2703-0213"},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]},{"id":"https://openalex.org/I4405259730","display_name":"Indian Institute of Information Technology Kalyani","ror":"https://ror.org/02m9zjj28","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405259730"]},{"id":"https://openalex.org/I77501641","display_name":"University of Kalyani","ror":"https://ror.org/03v783k16","country_code":"IN","type":"education","lineage":["https://openalex.org/I77501641"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"SK Hafizul Islam","raw_affiliation_strings":["Indian Institute of Information Technology Kalyani"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Information Technology Kalyani","institution_ids":["https://openalex.org/I26072440","https://openalex.org/I4405259730","https://openalex.org/I77501641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085933596","display_name":"Mohammad Mehedi Hassan","orcid":"https://orcid.org/0000-0002-3479-3606"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mohammad Mehedi Hassan","raw_affiliation_strings":["Research Chair of Pervasive and Mobile Computing, King Saud University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Chair of Pervasive and Mobile Computing, King Saud University","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047537521","display_name":"Claudio Savaglio","orcid":"https://orcid.org/0000-0001-5092-0823"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Claudio Savaglio","raw_affiliation_strings":["ICAR-CNR Institute, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ICAR-CNR Institute, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088770849","display_name":"Pasquale Pace","orcid":"https://orcid.org/0000-0002-4159-2765"},"institutions":[{"id":"https://openalex.org/I45204951","display_name":"University of Calabria","ror":"https://ror.org/02rc97e94","country_code":"IT","type":"education","lineage":["https://openalex.org/I45204951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pasquale Pace","raw_affiliation_strings":["University of Calabria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Calabria","institution_ids":["https://openalex.org/I45204951"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035734476","display_name":"Gianluca Aloi","orcid":"https://orcid.org/0000-0002-4688-1021"},"institutions":[{"id":"https://openalex.org/I45204951","display_name":"University of Calabria","ror":"https://ror.org/02rc97e94","country_code":"IT","type":"education","lineage":["https://openalex.org/I45204951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gianluca Aloi","raw_affiliation_strings":["University of Calabria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Calabria","institution_ids":["https://openalex.org/I45204951"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.8029,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.95017685,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"35","issue":"1","first_page":"204","last_page":"210"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9991999864578247,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9912999868392944,"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/computer-science","display_name":"Computer science","score":0.840644121170044},{"id":"https://openalex.org/keywords/reputation","display_name":"Reputation","score":0.7198933362960815},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5769891738891602},{"id":"https://openalex.org/keywords/trusted-computing","display_name":"Trusted Computing","score":0.5397610664367676},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.4725092351436615},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.44917577505111694},{"id":"https://openalex.org/keywords/commit","display_name":"Commit","score":0.4287257194519043},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4055708348751068},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.34923577308654785},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3056941032409668},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2277003526687622}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.840644121170044},{"id":"https://openalex.org/C48798503","wikidata":"https://www.wikidata.org/wiki/Q877546","display_name":"Reputation","level":2,"score":0.7198933362960815},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5769891738891602},{"id":"https://openalex.org/C2776831232","wikidata":"https://www.wikidata.org/wiki/Q966812","display_name":"Trusted Computing","level":2,"score":0.5397610664367676},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.4725092351436615},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.44917577505111694},{"id":"https://openalex.org/C153180980","wikidata":"https://www.wikidata.org/wiki/Q19776675","display_name":"Commit","level":2,"score":0.4287257194519043},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4055708348751068},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.34923577308654785},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3056941032409668},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2277003526687622},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mnet.011.2000249","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.011.2000249","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Network","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2797816609","https://openalex.org/W2805690413","https://openalex.org/W2883790378","https://openalex.org/W2898082692","https://openalex.org/W2912978522","https://openalex.org/W2922342755","https://openalex.org/W2949286309","https://openalex.org/W2951832089","https://openalex.org/W2966935339","https://openalex.org/W2966938200","https://openalex.org/W2972882814","https://openalex.org/W2974429275","https://openalex.org/W2998623446","https://openalex.org/W3023974636","https://openalex.org/W6767875525"],"related_works":["https://openalex.org/W3214976678","https://openalex.org/W2924204396","https://openalex.org/W3006227554","https://openalex.org/W2945616868","https://openalex.org/W4313145167","https://openalex.org/W3185591558","https://openalex.org/W4247492094","https://openalex.org/W4226453210","https://openalex.org/W2765680238","https://openalex.org/W3211867537"],"abstract_inverted_index":{"Collaborative":[0],"learning":[1,71,87,117,255],"with":[2,190,196,260],"multiple":[3],"edge":[4,32,73,119,257],"devices":[5],"to":[6,38,45,63,131,164,184,215,251],"build":[7,64],"group":[8],"intelligence":[9,16],"is":[10,75,121,207,213,237],"a":[11,65,76,89,103,110],"new":[12],"trend.":[13],"Edge":[14],"artificial":[15],"(AI)":[17],"computing":[18,74,259],"often":[19],"makes":[20],"full":[21],"use":[22],"of":[23,55,118,135,141,148,227,235,243],"various":[24],"available":[25],"data":[26,36,56],"and":[27,34,59,78,144,158,188,199,263],"resources":[28],"in":[29,43,72,88,152,201,217,256],"terminal":[30],"devices,":[31],"servers,":[33],"cloud":[35],"centers":[37],"achieve":[39,46,252],"collaborative":[40,86,116,254],"deci-sion-making.":[41],"However,":[42],"order":[44],"the":[47,53,93,99,139,146,149,153,161,204,225,228,233,244],"goal,":[48],"it":[49,212],"should":[50],"also":[51],"guarantee":[52],"security":[54],"storage,":[57],"transmission,":[58],"management.":[60],"Therefore,":[61],"how":[62],"distributed":[66,90],"trust":[67,253],"system":[68,125],"for":[69,95,114],"cooperative":[70],"complex":[77],"challenging":[79],"engineering":[80],"problem.":[81],"Block-chain":[82],"can":[83],"help":[84],"realize":[85],"way":[91],"without":[92],"need":[94],"third-party":[96],"audit.":[97],"Also,":[98],"consensus":[100,112,154],"protocol":[101,250],"plays":[102],"key":[104],"technology":[105],"role.":[106],"In":[107],"this":[108],"article,":[109],"trusted":[111],"scheme":[113],"multi-party":[115],"AI":[120,258],"proposed.":[122],"To":[123],"improve":[124],"security,":[126],"reputation-based":[127],"rights":[128,200],"are":[129,156,181,194],"used":[130],"support":[132],"fast":[133],"removal":[134],"abnormal":[136],"nodes.":[137],"With":[138],"method":[140],"reputation":[142,178,186,192,205],"rewards":[143],"punishments,":[145],"reputations":[147],"nodes":[150],"participating":[151],"process":[155],"scored":[157],"recorded":[159],"on":[160,209],"chain":[162],"according":[163,183],"their":[165,177,185],"behavior.":[166],"Nodes":[167,180],"who":[168],"commit":[169],"malicious":[170],"actions":[171],"will":[172],"be":[173],"punished":[174],"by":[175],"reducing":[176],"values.":[179],"rated":[182],"value,":[187],"those":[189],"higher":[191],"rates":[193],"acknowledged":[195],"more":[197,261],"credits":[198],"consensus.":[202],"Since":[203],"module":[206],"loadable":[208],"X-BFT":[210,245],"protocols,":[211,246],"easy":[214],"enforce":[216],"real":[218],"applications.":[219],"The":[220],"experimental":[221],"results":[222],"show":[223],"that":[224,242],"probability":[226],"attacker":[229],"being":[230],"chosen":[231],"as":[232],"leader":[234],"XR-BFT":[236],"87.5":[238],"percent":[239],"lower":[240],"than":[241],"thus":[247],"enabling":[248],"our":[249],"safety":[262],"efficiency.":[264]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}