{"id":"https://openalex.org/W3042070225","doi":"https://doi.org/10.1109/tii.2020.3007817","title":"A Blockchained Federated Learning Framework for Cognitive Computing in Industry 4.0 Networks","display_name":"A Blockchained Federated Learning Framework for Cognitive Computing in Industry 4.0 Networks","publication_year":2020,"publication_date":"2020-07-07","ids":{"openalex":"https://openalex.org/W3042070225","doi":"https://doi.org/10.1109/tii.2020.3007817","mag":"3042070225"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2020.3007817","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2020.3007817","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Transactions on Industrial Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/journal_contribution/A_blockchained_federated_learning_framework_for_cognitive_computing_in_industry_4_0_networks/20695135","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040772796","display_name":"Youyang Qu","orcid":"https://orcid.org/0000-0002-2944-4647"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Youyang Qu","raw_affiliation_strings":["Deakin Blockchain Innovation Lab. School of Information Technology, Deakin University, Burwood, VIC, Australia","[Deakin Blockchain Innovation Lab. School of Information Technology, Deakin University, Burwood, VIC, Australia]"],"raw_orcid":"https://orcid.org/0000-0002-2944-4647","affiliations":[{"raw_affiliation_string":"Deakin Blockchain Innovation Lab. School of Information Technology, Deakin University, Burwood, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"[Deakin Blockchain Innovation Lab. School of Information Technology, Deakin University, Burwood, VIC, Australia]","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038446422","display_name":"Shiva Raj Pokhrel","orcid":"https://orcid.org/0000-0001-5819-765X"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Shiva Raj Pokhrel","raw_affiliation_strings":["Deakin Blockchain Innovation Lab. School of Information Technology, Deakin University, Burwood, VIC, Australia","[Deakin Blockchain Innovation Lab. School of Information Technology, Deakin University, Burwood, VIC, Australia]"],"raw_orcid":"https://orcid.org/0000-0001-5819-765X","affiliations":[{"raw_affiliation_string":"Deakin Blockchain Innovation Lab. School of Information Technology, Deakin University, Burwood, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"[Deakin Blockchain Innovation Lab. School of Information Technology, Deakin University, Burwood, VIC, Australia]","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005877741","display_name":"Sahil Garg","orcid":"https://orcid.org/0000-0003-0229-608X"},"institutions":[{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sahil Garg","raw_affiliation_strings":["&#x00C9;cole de technologie sup&#x00E9;rieure, Montreal, Quebec, Canada","Ecole de Technologie Sup\u00e9rieure, Montreal, Quebec, Canada"],"raw_orcid":"https://orcid.org/0000-0003-0229-608X","affiliations":[{"raw_affiliation_string":"&#x00C9;cole de technologie sup&#x00E9;rieure, Montreal, Quebec, Canada","institution_ids":["https://openalex.org/I9736820"]},{"raw_affiliation_string":"Ecole de Technologie Sup\u00e9rieure, Montreal, Quebec, Canada","institution_ids":["https://openalex.org/I9736820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012293028","display_name":"Longxiang Gao","orcid":"https://orcid.org/0000-0002-3026-7537"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Longxiang Gao","raw_affiliation_strings":["Deakin Blockchain Innovation Lab. School of Information Technology, Deakin University, Burwood, VIC, Australia","[Deakin Blockchain Innovation Lab. School of Information Technology, Deakin University, Burwood, VIC, Australia]"],"raw_orcid":"https://orcid.org/0000-0002-3026-7537","affiliations":[{"raw_affiliation_string":"Deakin Blockchain Innovation Lab. School of Information Technology, Deakin University, Burwood, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"[Deakin Blockchain Innovation Lab. School of Information Technology, Deakin University, Burwood, VIC, Australia]","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051297830","display_name":"Yong Xiang","orcid":"https://orcid.org/0000-0003-3545-7863"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yong Xiang","raw_affiliation_strings":["Deakin Blockchain Innovation Lab. School of Information Technology, Deakin University, Burwood, VIC, Australia","[Deakin Blockchain Innovation Lab. School of Information Technology, Deakin University, Burwood, VIC, Australia]"],"raw_orcid":"https://orcid.org/0000-0003-3545-7863","affiliations":[{"raw_affiliation_string":"Deakin Blockchain Innovation Lab. School of Information Technology, Deakin University, Burwood, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"[Deakin Blockchain Innovation Lab. School of Information Technology, Deakin University, Burwood, VIC, Australia]","institution_ids":["https://openalex.org/I149704539"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":57.9595,"has_fulltext":false,"cited_by_count":340,"citation_normalized_percentile":{"value":0.99894761,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"17","issue":"4","first_page":"2964","last_page":"2973"},"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9987000226974487,"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/T10237","display_name":"Cryptography and Data Security","score":0.9243000149726868,"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":0.7762504816055298},{"id":"https://openalex.org/keywords/blockchain","display_name":"Blockchain","score":0.5919298529624939},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5403578281402588},{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.5096840858459473},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5002949237823486},{"id":"https://openalex.org/keywords/flourishing","display_name":"Flourishing","score":0.4946307837963104},{"id":"https://openalex.org/keywords/inefficiency","display_name":"Inefficiency","score":0.4674060642719269},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4636610150337219},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.45031028985977173},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.4194503426551819},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4124458134174347},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3648909330368042},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3300360441207886},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.19561895728111267},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12953335046768188}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7762504816055298},{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.5919298529624939},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5403578281402588},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.5096840858459473},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5002949237823486},{"id":"https://openalex.org/C2781017355","wikidata":"https://www.wikidata.org/wiki/Q5462027","display_name":"Flourishing","level":2,"score":0.4946307837963104},{"id":"https://openalex.org/C2778869765","wikidata":"https://www.wikidata.org/wiki/Q6028363","display_name":"Inefficiency","level":2,"score":0.4674060642719269},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4636610150337219},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.45031028985977173},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.4194503426551819},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4124458134174347},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3648909330368042},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3300360441207886},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.19561895728111267},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12953335046768188},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tii.2020.3007817","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2020.3007817","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Transactions on Industrial Informatics","raw_type":"journal-article"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30140834","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401102","display_name":"Own your potential (DEAKIN)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:figshare.com:article/20695135","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/A_blockchained_federated_learning_framework_for_cognitive_computing_in_industry_4_0_networks/20695135","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/20695135","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/A_blockchained_federated_learning_framework_for_cognitive_computing_in_industry_4_0_networks/20695135","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W2156288624","https://openalex.org/W2160409924","https://openalex.org/W2338037132","https://openalex.org/W2535838896","https://openalex.org/W2592070954","https://openalex.org/W2612159501","https://openalex.org/W2810596787","https://openalex.org/W2887972576","https://openalex.org/W2894310146","https://openalex.org/W2907885309","https://openalex.org/W2926987861","https://openalex.org/W2931855032","https://openalex.org/W2946891957","https://openalex.org/W2951832089","https://openalex.org/W2964273565","https://openalex.org/W2974429275","https://openalex.org/W2977274812","https://openalex.org/W2989289980","https://openalex.org/W2996619689","https://openalex.org/W3004923726","https://openalex.org/W3009627224","https://openalex.org/W3014371581","https://openalex.org/W3015585135","https://openalex.org/W3019945581","https://openalex.org/W3034332820","https://openalex.org/W3037806987","https://openalex.org/W3045358720","https://openalex.org/W3098532907","https://openalex.org/W3105073026","https://openalex.org/W4297687186"],"related_works":["https://openalex.org/W4210406818","https://openalex.org/W4306779889","https://openalex.org/W4386732777","https://openalex.org/W3211706803","https://openalex.org/W2486520398","https://openalex.org/W4382775358","https://openalex.org/W4246942721","https://openalex.org/W3209862047","https://openalex.org/W4304136894","https://openalex.org/W2989851257"],"abstract_inverted_index":{"Cognitive":[0],"computing,":[1],"a":[2,85],"revolutionary":[3],"AI":[4,24],"concept":[5],"emulating":[6],"human":[7],"brain's":[8],"reasoning":[9],"process,":[10],"is":[11],"progressively":[12],"flourishing":[13],"in":[14],"the":[15,20,29,50,67,104],"Industry":[16],"4.0":[17],"automation.":[18],"With":[19],"advancement":[21],"of":[22,106],"various":[23],"and":[25,54,77,97,112,123,138,143,154],"machine":[26],"learning":[27,96,101,131],"technologies":[28],"evolution":[30],"toward":[31],"improved":[32],"decision":[33],"making":[34],"as":[35,37],"well":[36],"data-driven":[38,90],"intelligent":[39],"manufacturing":[40],"has":[41],"already":[42],"been":[43],"evident.":[44],"However,":[45],"several":[46],"emerging":[47],"issues,":[48],"including":[49],"poisoning":[51,126],"attacks,":[52],"performance,":[53,75],"inadequate":[55],"data":[56],"resources,":[57],"etc.,":[58],"have":[59],"to":[60,73,150],"be":[61],"resolved.":[62],"Recent":[63],"research":[64],"works":[65],"studied":[66],"problem":[68,105],"lightly,":[69],"which":[70],"often":[71],"leads":[72],"unreliable":[74],"inefficiency,":[76],"privacy":[78,110],"leakage.":[79],"In":[80],"this":[81],"article,":[82],"we":[83],"developed":[84],"decentralized":[86,121],"paradigm":[87],"for":[88],"big":[89],"cognitive":[91],"computing":[92],"(D2C),":[93],"using":[94],"federated":[95,130],"blockchain":[98,116],"jointly.":[99],"Federated":[100],"can":[102],"solve":[103],"\u201cdata":[107],"island\u201d":[108],"with":[109,135],"protection":[111],"efficient":[113],"processing":[114],"while":[115],"provides":[117],"incentive":[118],"mechanism,":[119],"fully":[120],"fashion,":[122],"robust":[124],"against":[125],"attacks.":[127],"Using":[128],"blockchain-enabled":[129],"help":[132],"quick":[133],"convergence":[134],"advanced":[136],"verifications":[137],"member":[139],"selections.":[140],"Extensive":[141],"evaluation":[142],"assessment":[144],"findings":[145],"demonstrate":[146],"D2C's":[147],"effectiveness":[148],"relative":[149],"existing":[151],"leading":[152],"designs":[153],"models.":[155]},"counts_by_year":[{"year":2026,"cited_by_count":17},{"year":2025,"cited_by_count":43},{"year":2024,"cited_by_count":67},{"year":2023,"cited_by_count":72},{"year":2022,"cited_by_count":86},{"year":2021,"cited_by_count":51},{"year":2020,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
