{"id":"https://openalex.org/W3093606573","doi":"https://doi.org/10.1109/jiot.2020.3032544","title":"Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT","display_name":"Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT","publication_year":2020,"publication_date":"2020-10-21","ids":{"openalex":"https://openalex.org/W3093606573","doi":"https://doi.org/10.1109/jiot.2020.3032544","mag":"3093606573"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2020.3032544","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2020.3032544","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5022385009","display_name":"Weishan Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weishan Zhang","raw_affiliation_strings":["College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100652461","display_name":"Qinghua Lu","orcid":"https://orcid.org/0000-0002-9466-1672"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Qinghua Lu","raw_affiliation_strings":["Data61, CSIRO, Sydney, NSW, Australia","School of Computer Science and Engineering, University of New South Wales, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Data61, CSIRO, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I42894916","https://openalex.org/I1292875679"]},{"raw_affiliation_string":"School of Computer Science and Engineering, University of New South Wales, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007576354","display_name":"Qiuyu Yu","orcid":"https://orcid.org/0000-0003-4300-0230"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiuyu Yu","raw_affiliation_strings":["College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005180358","display_name":"Zhaotong Li","orcid":"https://orcid.org/0000-0002-6947-0065"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaotong Li","raw_affiliation_strings":["College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100320118","display_name":"Yue Liu","orcid":"https://orcid.org/0000-0003-2958-9923"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yue Liu","raw_affiliation_strings":["Data61, CSIRO, Sydney, NSW, Australia","School of Computer Science and Engineering, University of New South Wales, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Data61, CSIRO, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I42894916","https://openalex.org/I1292875679"]},{"raw_affiliation_string":"School of Computer Science and Engineering, University of New South Wales, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045902177","display_name":"Sin Kit Lo","orcid":"https://orcid.org/0000-0002-9156-3225"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sin Kit Lo","raw_affiliation_strings":["Data61, CSIRO, Sydney, NSW, Australia","School of Computer Science and Engineering, University of New South Wales, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Data61, CSIRO, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I42894916","https://openalex.org/I1292875679"]},{"raw_affiliation_string":"School of Computer Science and Engineering, University of New South Wales, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043470959","display_name":"Shiping Chen","orcid":"https://orcid.org/0000-0002-4603-0024"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Shiping Chen","raw_affiliation_strings":["Data61, CSIRO, Sydney, NSW, Australia","School of Computer Science and Engineering, University of New South Wales, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Data61, CSIRO, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I42894916","https://openalex.org/I1292875679"]},{"raw_affiliation_string":"School of Computer Science and Engineering, University of New South Wales, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006841485","display_name":"Xiwei Xu","orcid":"https://orcid.org/0000-0002-2273-1862"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xiwei Xu","raw_affiliation_strings":["Data61, CSIRO, Sydney, NSW, Australia","School of Computer Science and Engineering, University of New South Wales, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Data61, CSIRO, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I42894916","https://openalex.org/I1292875679"]},{"raw_affiliation_string":"School of Computer Science and Engineering, University of New South Wales, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064683660","display_name":"Liming Zhu","orcid":"https://orcid.org/0000-0001-5839-3765"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Liming Zhu","raw_affiliation_strings":["Data61, CSIRO, Sydney, NSW, Australia","School of Computer Science and Engineering, University of New South Wales, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Data61, CSIRO, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I42894916","https://openalex.org/I1292875679"]},{"raw_affiliation_string":"School of Computer Science and Engineering, University of New South Wales, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I31746571"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5022385009"],"corresponding_institution_ids":["https://openalex.org/I4210162190"],"apc_list":null,"apc_paid":null,"fwci":22.0189,"has_fulltext":false,"cited_by_count":290,"citation_normalized_percentile":{"value":0.99579817,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"8","issue":"7","first_page":"5926","last_page":"5937"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998999834060669,"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":0.9998999834060669,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9976999759674072,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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":0.8715238571166992},{"id":"https://openalex.org/keywords/single-point-of-failure","display_name":"Single point of failure","score":0.817563533782959},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.6899908185005188},{"id":"https://openalex.org/keywords/blockchain","display_name":"Blockchain","score":0.6463825702667236},{"id":"https://openalex.org/keywords/merkle-tree","display_name":"Merkle tree","score":0.5734437108039856},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.57032710313797},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.4831761419773102},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.4662785530090332},{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.4500093162059784},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.43165531754493713},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4281689524650574},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4244583547115326},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.41057994961738586},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.36286866664886475},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.35781532526016235},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.19017675518989563},{"id":"https://openalex.org/keywords/hash-function","display_name":"Hash function","score":0.17321768403053284}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8715238571166992},{"id":"https://openalex.org/C165136773","wikidata":"https://www.wikidata.org/wiki/Q1363179","display_name":"Single point of failure","level":2,"score":0.817563533782959},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.6899908185005188},{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.6463825702667236},{"id":"https://openalex.org/C205383636","wikidata":"https://www.wikidata.org/wiki/Q14746","display_name":"Merkle tree","level":4,"score":0.5734437108039856},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.57032710313797},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.4831761419773102},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.4662785530090332},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.4500093162059784},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.43165531754493713},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4281689524650574},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4244583547115326},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.41057994961738586},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.36286866664886475},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.35781532526016235},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.19017675518989563},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.17321768403053284},{"id":"https://openalex.org/C7608002","wikidata":"https://www.wikidata.org/wiki/Q477202","display_name":"Cryptographic hash function","level":3,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2020.3032544","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2020.3032544","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6499999761581421,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G2444097761","display_name":null,"funder_award_id":"ZR2019MF049","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G4177915453","display_name":null,"funder_award_id":"62072469","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4505183360","display_name":null,"funder_award_id":"2018YFE0116700","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7536920901","display_name":null,"funder_award_id":"2015020031","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1553078293","https://openalex.org/W2283463896","https://openalex.org/W2392395307","https://openalex.org/W2535838896","https://openalex.org/W2798720628","https://openalex.org/W2897230576","https://openalex.org/W2900120080","https://openalex.org/W2902113386","https://openalex.org/W2904190483","https://openalex.org/W2924921501","https://openalex.org/W2951832089","https://openalex.org/W2952087428","https://openalex.org/W2953611374","https://openalex.org/W2972882814","https://openalex.org/W2974429275","https://openalex.org/W2984693664","https://openalex.org/W2987317136","https://openalex.org/W2990700079","https://openalex.org/W2994622980","https://openalex.org/W2997547170","https://openalex.org/W3023134883","https://openalex.org/W3042029390","https://openalex.org/W3043384436","https://openalex.org/W3045475441","https://openalex.org/W3084170757","https://openalex.org/W3105122387","https://openalex.org/W4248175462","https://openalex.org/W4289147229","https://openalex.org/W4294106961","https://openalex.org/W4297687186"],"related_works":["https://openalex.org/W2972511296","https://openalex.org/W4292794330","https://openalex.org/W4285814369","https://openalex.org/W4312762663","https://openalex.org/W4385749934","https://openalex.org/W3201612435","https://openalex.org/W3112310000","https://openalex.org/W3039437223","https://openalex.org/W4318978799","https://openalex.org/W4390607445"],"abstract_inverted_index":{"Device":[0],"failure":[1,20,63,79,127],"detection":[2,64,80],"is":[3,171,195,216],"one":[4],"of":[5,12,41,73,87,151,181,191,205],"most":[6],"essential":[7],"problems":[8],"in":[9,16,46,65,81,100,125,163,185,203],"Industrial":[10],"Internet":[11],"Things":[13],"(IIoT).":[14],"However,":[15],"conventional":[17],"IIoT":[18,126],"device":[19,62],"detection,":[21,128],"client":[22,51,88,94,107,153,182],"devices":[23],"need":[24],"to":[25,29,39,49,119,158,161],"upload":[26],"raw":[27],"data":[28,52,108,122,154,183],"the":[30,91,112,121,143,175,178,192,214],"central":[31],"server":[32],"for":[33,61,78],"model":[34,187],"training,":[35],"which":[36,83,101],"might":[37],"lead":[38],"disclosure":[40],"sensitive":[42],"business":[43],"data.":[44,89],"Therefore,":[45],"this":[47],"article,":[48],"ensure":[50],"privacy,":[53],"we":[54,68,129],"propose":[55,130],"a":[56,70,97,106,116,131,166],"blockchain-based":[57,74],"federated":[58,75,136,164],"learning":[59,76],"approach":[60,215],"IIoT.":[66],"First,":[67],"present":[69],"platform":[71],"architecture":[72,194],"systems":[77],"IIoT,":[82],"enables":[84],"verifiable":[85],"integrity":[86],"In":[90,156],"architecture,":[92],"each":[93,102,152],"periodically":[95],"creates":[96],"Merkle":[98],"tree":[99,113],"leaf":[103],"node":[104],"represents":[105],"record,":[109],"and":[110,148,177,201,208,218,222],"stores":[111],"root":[114],"on":[115,174],"blockchain.":[117],"Furthermore,":[118],"address":[120],"heterogeneity":[123],"issue":[124],"novel":[132],"centroid":[133,179],"distance":[134,144,180],"weighted":[135],"averaging":[137],"(CDW_FedAvg)":[138],"algorithm":[139],"taking":[140],"into":[141],"account":[142],"between":[145],"positive":[146],"class":[147,150],"negative":[149],"set.":[155],"addition,":[157],"motivate":[159],"clients":[160],"participate":[162],"learning,":[165],"smart":[167],"contact-based":[168],"incentive":[169],"mechanism":[170],"designed":[172],"depending":[173],"size":[176],"used":[184],"local":[186],"training.":[188],"A":[189],"prototype":[190],"proposed":[193],"implemented":[196],"with":[197],"our":[198],"industry":[199],"partner,":[200],"evaluated":[202],"terms":[204],"feasibility,":[206],"accuracy,":[207],"performance.":[209,223],"The":[210],"results":[211],"show":[212],"that":[213],"feasible,":[217],"has":[219],"satisfactory":[220],"accuracy":[221]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":47},{"year":2024,"cited_by_count":72},{"year":2023,"cited_by_count":61},{"year":2022,"cited_by_count":59},{"year":2021,"cited_by_count":38},{"year":2020,"cited_by_count":4}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}
