{"id":"https://openalex.org/W4410852415","doi":"https://doi.org/10.1109/mcomstd.2025.3573063","title":"Blockchain Enabled Federated Learning Framework for Privacy-Preserved Electronic Health Record","display_name":"Blockchain Enabled Federated Learning Framework for Privacy-Preserved Electronic Health Record","publication_year":2025,"publication_date":"2025-05-29","ids":{"openalex":"https://openalex.org/W4410852415","doi":"https://doi.org/10.1109/mcomstd.2025.3573063"},"language":"en","primary_location":{"id":"doi:10.1109/mcomstd.2025.3573063","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcomstd.2025.3573063","pdf_url":null,"source":{"id":"https://openalex.org/S4210170334","display_name":"IEEE Communications Standards Magazine","issn_l":"2471-2825","issn":["2471-2825","2471-2833"],"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 Communications Standards Magazine","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/A5102801764","display_name":"Abdul Mazid","orcid":"https://orcid.org/0000-0002-7441-6290"},"institutions":[{"id":"https://openalex.org/I3129773123","display_name":"Bennett University","ror":"https://ror.org/00an5hx75","country_code":"IN","type":"education","lineage":["https://openalex.org/I3129773123"]},{"id":"https://openalex.org/I9747756","display_name":"Atal Bihari Vajpayee Indian Institute of Information Technology and Management","ror":"https://ror.org/008b3ap06","country_code":"IN","type":"education","lineage":["https://openalex.org/I9747756"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Abdul Mazid","raw_affiliation_strings":["Department Of Computer Science And Engineering, Abv-Indian Institute Of Information Technology And Management Gwalior, Gwalior, India","School of Computer Science Engineering and Technology, Bennett University, Greater Noida, India"],"raw_orcid":"https://orcid.org/0000-0002-7441-6290","affiliations":[{"raw_affiliation_string":"Department Of Computer Science And Engineering, Abv-Indian Institute Of Information Technology And Management Gwalior, Gwalior, India","institution_ids":["https://openalex.org/I9747756"]},{"raw_affiliation_string":"School of Computer Science Engineering and Technology, Bennett University, Greater Noida, India","institution_ids":["https://openalex.org/I3129773123"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010761510","display_name":"Vijayant Pawar","orcid":"https://orcid.org/0000-0002-3080-2448"},"institutions":[{"id":"https://openalex.org/I3129773123","display_name":"Bennett University","ror":"https://ror.org/00an5hx75","country_code":"IN","type":"education","lineage":["https://openalex.org/I3129773123"]},{"id":"https://openalex.org/I9747756","display_name":"Atal Bihari Vajpayee Indian Institute of Information Technology and Management","ror":"https://ror.org/008b3ap06","country_code":"IN","type":"education","lineage":["https://openalex.org/I9747756"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vijayant Pawar","raw_affiliation_strings":["Department Of Computer Science And Engineering, Abv-Indian Institute Of Information Technology And Management Gwalior, Gwalior, India","School of Computer Science Engineering and Technology, Bennett University, Greater Noida, India"],"raw_orcid":"https://orcid.org/0000-0002-3080-2448","affiliations":[{"raw_affiliation_string":"Department Of Computer Science And Engineering, Abv-Indian Institute Of Information Technology And Management Gwalior, Gwalior, India","institution_ids":["https://openalex.org/I9747756"]},{"raw_affiliation_string":"School of Computer Science Engineering and Technology, Bennett University, Greater Noida, India","institution_ids":["https://openalex.org/I3129773123"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091708472","display_name":"Amrendra Singh Yadav","orcid":"https://orcid.org/0000-0003-0241-3661"},"institutions":[{"id":"https://openalex.org/I3129773123","display_name":"Bennett University","ror":"https://ror.org/00an5hx75","country_code":"IN","type":"education","lineage":["https://openalex.org/I3129773123"]},{"id":"https://openalex.org/I9747756","display_name":"Atal Bihari Vajpayee Indian Institute of Information Technology and Management","ror":"https://ror.org/008b3ap06","country_code":"IN","type":"education","lineage":["https://openalex.org/I9747756"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Amrendra Singh Yadav","raw_affiliation_strings":["School of Computer Science Engineering and Technology, Bennett University, Greater Noida, India","Department of Computer Science and Engineering, ABV-Indian Institute of Information Technology & Management, Gwalior, India"],"raw_orcid":"https://orcid.org/0000-0003-0241-3661","affiliations":[{"raw_affiliation_string":"School of Computer Science Engineering and Technology, Bennett University, Greater Noida, India","institution_ids":["https://openalex.org/I3129773123"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, ABV-Indian Institute of Information Technology & Management, Gwalior, India","institution_ids":["https://openalex.org/I9747756"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102801764"],"corresponding_institution_ids":["https://openalex.org/I3129773123","https://openalex.org/I9747756"],"apc_list":null,"apc_paid":null,"fwci":12.5709,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.98334031,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"10","issue":"1","first_page":"26","last_page":"32"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9922000169754028,"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":0.9922000169754028,"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":0.9513000249862671,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/blockchain","display_name":"Blockchain","score":0.9734575748443604},{"id":"https://openalex.org/keywords/electronic-health-record","display_name":"Electronic health record","score":0.6300184726715088},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.533362090587616},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5080065727233887},{"id":"https://openalex.org/keywords/health-records","display_name":"Health records","score":0.44374707341194153},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.37143585085868835},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.36721599102020264},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.33931562304496765},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.1465667188167572},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.13024640083312988}],"concepts":[{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.9734575748443604},{"id":"https://openalex.org/C3020144179","wikidata":"https://www.wikidata.org/wiki/Q10871684","display_name":"Electronic health record","level":3,"score":0.6300184726715088},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.533362090587616},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5080065727233887},{"id":"https://openalex.org/C3019952477","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Health records","level":3,"score":0.44374707341194153},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.37143585085868835},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.36721599102020264},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33931562304496765},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.1465667188167572},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.13024640083312988},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mcomstd.2025.3573063","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcomstd.2025.3573063","pdf_url":null,"source":{"id":"https://openalex.org/S4210170334","display_name":"IEEE Communications Standards Magazine","issn_l":"2471-2825","issn":["2471-2825","2471-2833"],"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 Communications Standards Magazine","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W187932805","https://openalex.org/W2909369938","https://openalex.org/W4392490004","https://openalex.org/W1641026212","https://openalex.org/W4402738807","https://openalex.org/W4410420109","https://openalex.org/W2911982698","https://openalex.org/W2323588885","https://openalex.org/W3047677938","https://openalex.org/W2087134418"],"abstract_inverted_index":{"The":[0,113],"healthcare":[1,28,37,111],"sector":[2],"has":[3],"experienced":[4],"significant":[5],"transformations":[6],"due":[7],"to":[8,64,80],"the":[9,16,32,94],"expansion":[10],"of":[11,18,26,36],"industrial":[12],"edge":[13],"computing":[14],"and":[15,34,83,105,123],"Internet":[17],"Things":[19],"(IoT),":[20],"resulting":[21],"in":[22,117],"an":[23],"increased":[24],"volume":[25],"distributed":[27],"data.":[29],"Nonetheless,":[30],"preserving":[31],"privacy":[33,62],"security":[35],"data":[38,82,100,130],"remains":[39],"a":[40,46,73],"paramount":[41],"concern.":[42],"This":[43,70],"paper":[44],"proposes":[45],"blockchain-based":[47],"approach":[48],"BlockDP-FL":[49],"that":[50],"integrates":[51],"deep":[52],"learning":[53,57],"(DL)":[54],"with":[55],"federated":[56],"(FL)":[58],"enhanced":[59],"by":[60],"differential":[61],"(DP)":[63],"protect":[65],"electronic":[66],"health":[67],"records":[68],"(EHRs).":[69],"study":[71],"leverages":[72],"Bi-directional":[74],"Long":[75],"Short-Term":[76],"Memory":[77],"(BiLSTM)":[78],"network":[79],"analyze":[81],"categorize":[84],"users":[85],"as":[86],"normal":[87],"or":[88],"abnormal.":[89],"By":[90],"integrating":[91],"DP":[92],"within":[93],"FL":[95],"framework,":[96,115],"it":[97],"ensures":[98],"secure":[99],"management":[101],"while":[102,128],"accurately":[103],"identifying":[104],"eliminating":[106],"abnormal":[107],"users,":[108],"safeguarding":[109],"critical":[110],"information.":[112],"proposed":[114],"developed":[116],"Python,":[118],"delivers":[119],"improved":[120],"classification":[121],"accuracy":[122],"performance":[124],"over":[125],"existing":[126],"methods":[127],"strengthening":[129],"privacy.":[131]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}