{"id":"https://openalex.org/W4285117148","doi":"https://doi.org/10.1109/tii.2022.3189170","title":"Cloud-IIoT-Based Electronic Health Record Privacy-Preserving by CNN and Blockchain-Enabled Federated Learning","display_name":"Cloud-IIoT-Based Electronic Health Record Privacy-Preserving by CNN and Blockchain-Enabled Federated Learning","publication_year":2022,"publication_date":"2022-07-07","ids":{"openalex":"https://openalex.org/W4285117148","doi":"https://doi.org/10.1109/tii.2022.3189170"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2022.3189170","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2022.3189170","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011240842","display_name":"Jafar A. Alzubi","orcid":"https://orcid.org/0000-0001-6724-1421"},"institutions":[{"id":"https://openalex.org/I33926330","display_name":"Al-Balqa Applied University","ror":"https://ror.org/00qedmt22","country_code":"JO","type":"education","lineage":["https://openalex.org/I33926330"]}],"countries":["JO"],"is_corresponding":true,"raw_author_name":"Jafar A. Alzubi","raw_affiliation_strings":["Faculty of Engineering, Al-Balqa Applied University, Al-Salt, Jordan"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Al-Balqa Applied University, Al-Salt, Jordan","institution_ids":["https://openalex.org/I33926330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020127599","display_name":"Omar A. Alzubi","orcid":"https://orcid.org/0000-0001-9986-1123"},"institutions":[{"id":"https://openalex.org/I33926330","display_name":"Al-Balqa Applied University","ror":"https://ror.org/00qedmt22","country_code":"JO","type":"education","lineage":["https://openalex.org/I33926330"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Omar A. Alzubi","raw_affiliation_strings":["Prince Abdullah bin Ghazi Faculty of Information and Communication Technology, Al-Balqa Applied University, Al-Salt, Jordan"],"affiliations":[{"raw_affiliation_string":"Prince Abdullah bin Ghazi Faculty of Information and Communication Technology, Al-Balqa Applied University, Al-Salt, Jordan","institution_ids":["https://openalex.org/I33926330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083670534","display_name":"Ashish Singh","orcid":"https://orcid.org/0000-0001-5974-0415"},"institutions":[{"id":"https://openalex.org/I67357951","display_name":"KIIT University","ror":"https://ror.org/00k8zt527","country_code":"IN","type":"education","lineage":["https://openalex.org/I67357951"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ashish Singh","raw_affiliation_strings":["School of Computer Engineering, Kalinga Institute of Industrial Technology, Bhubaneswar, India"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Kalinga Institute of Industrial Technology, Bhubaneswar, India","institution_ids":["https://openalex.org/I67357951"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027454208","display_name":"R. Manikandan","orcid":"https://orcid.org/0000-0001-6116-2132"},"institutions":[{"id":"https://openalex.org/I932239252","display_name":"SASTRA University","ror":"https://ror.org/032jk8892","country_code":"IN","type":"education","lineage":["https://openalex.org/I932239252"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Manikandan Ramachandran","raw_affiliation_strings":["School of Computing, SASTRA Deemed University, Thanjavur, India"],"affiliations":[{"raw_affiliation_string":"School of Computing, SASTRA Deemed University, Thanjavur, India","institution_ids":["https://openalex.org/I932239252"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5011240842"],"corresponding_institution_ids":["https://openalex.org/I33926330"],"apc_list":null,"apc_paid":null,"fwci":22.4756,"has_fulltext":false,"cited_by_count":174,"citation_normalized_percentile":{"value":0.99607604,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"19","issue":"1","first_page":"1080","last_page":"1087"},"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":0.9977999925613403,"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":0.9782000184059143,"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/blockchain","display_name":"Blockchain","score":0.8478888273239136},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8011448383331299},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7984457015991211},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6171478629112244},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.6086033582687378},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.6003103256225586},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.551004946231842},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.5096468925476074},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5053034424781799},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.47918665409088135},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.458088755607605},{"id":"https://openalex.org/keywords/electronic-health-record","display_name":"Electronic health record","score":0.4240301847457886},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4235798120498657},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37575411796569824},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.31304579973220825},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.29165583848953247}],"concepts":[{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.8478888273239136},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8011448383331299},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7984457015991211},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6171478629112244},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.6086033582687378},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.6003103256225586},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.551004946231842},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.5096468925476074},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5053034424781799},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.47918665409088135},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.458088755607605},{"id":"https://openalex.org/C3020144179","wikidata":"https://www.wikidata.org/wiki/Q10871684","display_name":"Electronic health record","level":3,"score":0.4240301847457886},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4235798120498657},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37575411796569824},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.31304579973220825},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.29165583848953247},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2022.3189170","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2022.3189170","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"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6299999952316284,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W2151868700","https://openalex.org/W2273396394","https://openalex.org/W2306447822","https://openalex.org/W2396881363","https://openalex.org/W2792152774","https://openalex.org/W2919287027","https://openalex.org/W2948906016","https://openalex.org/W2955775979","https://openalex.org/W2956871907","https://openalex.org/W2983640973","https://openalex.org/W2995627643","https://openalex.org/W3004623993","https://openalex.org/W3009627224","https://openalex.org/W3012121365","https://openalex.org/W3014813188","https://openalex.org/W3021654819","https://openalex.org/W3021808966","https://openalex.org/W3036501423","https://openalex.org/W3042047009","https://openalex.org/W3088474295","https://openalex.org/W3096686786","https://openalex.org/W3099007808","https://openalex.org/W3099128725","https://openalex.org/W3133686735","https://openalex.org/W3172555720","https://openalex.org/W3172771640","https://openalex.org/W3196377726","https://openalex.org/W3200343674","https://openalex.org/W3201381711","https://openalex.org/W3208211303","https://openalex.org/W3215288840","https://openalex.org/W3215341467","https://openalex.org/W3217165648","https://openalex.org/W4205307972","https://openalex.org/W4289115859","https://openalex.org/W6712503630","https://openalex.org/W6783859763","https://openalex.org/W6841884855"],"related_works":["https://openalex.org/W4210406818","https://openalex.org/W4306779889","https://openalex.org/W4386732777","https://openalex.org/W3211706803","https://openalex.org/W4382775358","https://openalex.org/W4246942721","https://openalex.org/W3209862047","https://openalex.org/W4304136894","https://openalex.org/W2989851257","https://openalex.org/W4367603305"],"abstract_inverted_index":{"Industrial":[0],"cloud":[1],"computing":[2],"and":[3,21,42,55,81,103,112],"Internet":[4],"of":[5,16,23],"Things":[6],"have":[7,78],"transformed":[8],"the":[9,13,30,59,75,84,88,91,100,108],"healthcare":[10,18,24,31],"industry":[11],"with":[12,69,87],"rapid":[14],"growth":[15],"distributed":[17],"data.":[19],"Security":[20],"privacy":[22],"data":[25],"are":[26,114],"crucial":[27],"challenges":[28],"in":[29,99],"industry.":[32],"This":[33],"article":[34],"proposes":[35],"a":[36,70],"novel":[37],"technique":[38],"using":[39,58,66],"deep":[40],"learning":[41,73],"blockchain":[43,67],"techniques":[44],"for":[45,90],"electronic":[46],"health":[47,92],"record":[48],"privacy-preservation.":[49],"The":[50,94],"processed":[51,80],"dataset":[52],"classified":[53],"normal":[54],"abnormal":[56,76],"users":[57,77],"convolutional":[60],"neural":[61],"network":[62],"approach.":[63],"Then,":[64],"by":[65],"integrated":[68],"cryptography-based":[71],"federated":[72],"module,":[74],"been":[79,97],"removed":[82],"from":[83],"database":[85],"along":[86],"accessibility":[89],"records.":[93],"simulation":[95],"has":[96],"done":[98],"Python":[101],"tool":[102],"experimental":[104],"results":[105,111],"show":[106],"that":[107],"model\u2019s":[109],"classification":[110],"performance":[113],"better":[115],"than":[116],"other":[117],"existing":[118],"techniques.":[119]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":64},{"year":2024,"cited_by_count":52},{"year":2023,"cited_by_count":43},{"year":2022,"cited_by_count":4},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-28T08:17:26.163206","created_date":"2025-10-10T00:00:00"}
