{"id":"https://openalex.org/W4366678696","doi":"https://doi.org/10.1109/tetc.2023.3268186","title":"Blockchain-Based Federated Learning With SMPC Model Verification Against Poisoning Attack for Healthcare Systems","display_name":"Blockchain-Based Federated Learning With SMPC Model Verification Against Poisoning Attack for Healthcare Systems","publication_year":2023,"publication_date":"2023-04-21","ids":{"openalex":"https://openalex.org/W4366678696","doi":"https://doi.org/10.1109/tetc.2023.3268186"},"language":"en","primary_location":{"id":"doi:10.1109/tetc.2023.3268186","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetc.2023.3268186","pdf_url":null,"source":{"id":"https://openalex.org/S2496326734","display_name":"IEEE Transactions on Emerging Topics in Computing","issn_l":"2168-6750","issn":["2168-6750","2376-4562"],"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 Emerging Topics in Computing","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2304.13360","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048883237","display_name":"Aditya Pribadi Kalapaaking","orcid":"https://orcid.org/0000-0001-5796-8344"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Aditya Pribadi Kalapaaking","raw_affiliation_strings":["Department of Computer Science, RMIT University, Melbourne, VIC, Australia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, RMIT University, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068423418","display_name":"Ibrahim Khalil","orcid":"https://orcid.org/0000-0001-5512-114X"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ibrahim Khalil","raw_affiliation_strings":["Distributed Systems and Networking, Royal Melbourne Institute of Technology (RMIT) University, Melbourne, VIC, Australia"],"affiliations":[{"raw_affiliation_string":"Distributed Systems and Networking, Royal Melbourne Institute of Technology (RMIT) University, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100709723","display_name":"Xun Yi","orcid":"https://orcid.org/0000-0001-7351-5724"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xun Yi","raw_affiliation_strings":["School of Computer Science and Information Technology, RMIT University, Melbourne, VIC, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Technology, RMIT University, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I82951845"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5048883237"],"corresponding_institution_ids":["https://openalex.org/I82951845"],"apc_list":null,"apc_paid":null,"fwci":16.8772,"has_fulltext":true,"cited_by_count":97,"citation_normalized_percentile":{"value":0.99448825,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"12","issue":"1","first_page":"269","last_page":"280"},"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":0.9965999722480774,"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/T10237","display_name":"Cryptography and Data Security","score":0.9922999739646912,"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":0.8482398986816406},{"id":"https://openalex.org/keywords/blockchain","display_name":"Blockchain","score":0.6703012585639954},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5820769667625427},{"id":"https://openalex.org/keywords/healthcare-system","display_name":"Healthcare system","score":0.43294209241867065},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.37672099471092224},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.351408451795578}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8482398986816406},{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.6703012585639954},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5820769667625427},{"id":"https://openalex.org/C2988170871","wikidata":"https://www.wikidata.org/wiki/Q11000047","display_name":"Healthcare system","level":3,"score":0.43294209241867065},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.37672099471092224},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.351408451795578},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tetc.2023.3268186","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetc.2023.3268186","pdf_url":null,"source":{"id":"https://openalex.org/S2496326734","display_name":"IEEE Transactions on Emerging Topics in Computing","issn_l":"2168-6750","issn":["2168-6750","2376-4562"],"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 Emerging Topics in Computing","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2304.13360","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2304.13360","pdf_url":"https://arxiv.org/pdf/2304.13360","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2304.13360","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2304.13360","pdf_url":"https://arxiv.org/pdf/2304.13360","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.6399999856948853,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G7469036447","display_name":null,"funder_award_id":"DP210102761","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4366678696.pdf"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W143162329","https://openalex.org/W1522301498","https://openalex.org/W2051267297","https://openalex.org/W2131580514","https://openalex.org/W2194775991","https://openalex.org/W2810065831","https://openalex.org/W2930926105","https://openalex.org/W2955213239","https://openalex.org/W2963844355","https://openalex.org/W3009627224","https://openalex.org/W3016632787","https://openalex.org/W3029176123","https://openalex.org/W3043303805","https://openalex.org/W3048715803","https://openalex.org/W3084847664","https://openalex.org/W3085804918","https://openalex.org/W3087391814","https://openalex.org/W3091870957","https://openalex.org/W3095948197","https://openalex.org/W3103245149","https://openalex.org/W3106378891","https://openalex.org/W3110845456","https://openalex.org/W3120721446","https://openalex.org/W3121442875","https://openalex.org/W3134089754","https://openalex.org/W3154459044","https://openalex.org/W3157680283","https://openalex.org/W3163893137","https://openalex.org/W3164330620","https://openalex.org/W3172018708","https://openalex.org/W3198262235","https://openalex.org/W4295312788","https://openalex.org/W6631190155","https://openalex.org/W6752600739","https://openalex.org/W6765541894","https://openalex.org/W6766978945","https://openalex.org/W6770634426","https://openalex.org/W6780438843"],"related_works":["https://openalex.org/W1159694101","https://openalex.org/W4312778074","https://openalex.org/W2797427871","https://openalex.org/W3024114128","https://openalex.org/W3214957520","https://openalex.org/W4322577590","https://openalex.org/W2932738180","https://openalex.org/W1965298590","https://openalex.org/W2329153216","https://openalex.org/W4380151695"],"abstract_inverted_index":{"Due":[0],"to":[1,22,37,56,75,140,144,156],"the":[2,50,83,110,115,125,129,136,141],"rising":[3],"awareness":[4],"of":[5],"privacy":[6,85],"and":[7,20,31,63,123],"security":[8],"in":[9],"machine":[10,111],"learning":[11,14,96,112],"applications,":[12],"federated":[13,95],"(FL)":[15],"has":[16],"received":[17],"widespread":[18],"attention":[19],"applied":[21],"several":[23,150],"areas,":[24],"e.g.,":[25],"intelligence":[26],"healthcare":[27,105],"systems,":[28],"IoT-based":[29],"industries,":[30],"smart":[32],"cities.":[33],"FL":[34,52,77,116],"enables":[35],"clients":[36],"train":[38],"a":[39],"global":[40],"model":[41,67,99,113],"collaboratively":[42],"without":[43],"accessing":[44],"their":[45],"local":[46,131],"training":[47],"data.":[48],"However,":[49],"current":[51],"schemes":[53],"are":[54,138],"vulnerable":[55],"adversarial":[57],"attacks.":[58],"Its":[59],"architecture":[60],"makes":[61],"detecting":[62],"defending":[64],"against":[65,101],"malicious":[66,79],"updates":[68,80],"difficult.":[69],"In":[70],"addition,":[71],"most":[72],"recent":[73],"studies":[74],"detect":[76],"from":[78,114],"while":[81],"maintaining":[82],"model's":[84],"have":[86,133],"not":[87],"been":[88,134],"sufficiently":[89],"explored.":[90],"This":[91],"paper":[92],"proposed":[93,159],"blockchain-based":[94],"with":[97,152],"SMPC":[98],"verification":[100],"poisoning":[102],"attacks":[103],"for":[104],"systems.":[106],"First,":[107],"we":[108],"check":[109],"participants":[117],"through":[118],"an":[119],"encrypted":[120],"inference":[121],"process":[122],"remove":[124],"compromised":[126],"model.":[127],"Once":[128],"participants'":[130],"models":[132,137],"verified,":[135],"sent":[139],"blockchain":[142],"node":[143],"be":[145],"securely":[146],"aggregated.":[147],"We":[148],"conducted":[149],"experiments":[151],"different":[153],"medical":[154],"datasets":[155],"evaluate":[157],"our":[158],"framework.":[160]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":44},{"year":2024,"cited_by_count":27},{"year":2023,"cited_by_count":15}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2023-04-24T00:00:00"}