{"id":"https://openalex.org/W4220792723","doi":"https://doi.org/10.1109/tii.2022.3161631","title":"Permissioned Blockchain and Deep Learning for Secure and Efficient Data Sharing in Industrial Healthcare Systems","display_name":"Permissioned Blockchain and Deep Learning for Secure and Efficient Data Sharing in Industrial Healthcare Systems","publication_year":2022,"publication_date":"2022-03-23","ids":{"openalex":"https://openalex.org/W4220792723","doi":"https://doi.org/10.1109/tii.2022.3161631"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2022.3161631","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2022.3161631","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://lutpub.lut.fi/handle/10024/163948","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016541555","display_name":"Randhir Kumar","orcid":"https://orcid.org/0000-0001-9375-2970"},"institutions":[{"id":"https://openalex.org/I38335241","display_name":"National Institute of Technology Raipur","ror":"https://ror.org/02y553197","country_code":"IN","type":"education","lineage":["https://openalex.org/I38335241"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Randhir Kumar","raw_affiliation_strings":["National Institute of Technology Raipur, Raipur, India"],"raw_orcid":"https://orcid.org/0000-0001-9375-2970","affiliations":[{"raw_affiliation_string":"National Institute of Technology Raipur, Raipur, India","institution_ids":["https://openalex.org/I38335241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024849889","display_name":"Prabhat Kumar","orcid":"https://orcid.org/0000-0002-0723-0752"},"institutions":[{"id":"https://openalex.org/I38335241","display_name":"National Institute of Technology Raipur","ror":"https://ror.org/02y553197","country_code":"IN","type":"education","lineage":["https://openalex.org/I38335241"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Prabhat Kumar","raw_affiliation_strings":["National Institute of Technology Raipur, Raipur, India"],"raw_orcid":"https://orcid.org/0000-0002-0723-0752","affiliations":[{"raw_affiliation_string":"National Institute of Technology Raipur, Raipur, India","institution_ids":["https://openalex.org/I38335241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049281009","display_name":"Rakesh Tripathi","orcid":"https://orcid.org/0000-0002-6032-1514"},"institutions":[{"id":"https://openalex.org/I38335241","display_name":"National Institute of Technology Raipur","ror":"https://ror.org/02y553197","country_code":"IN","type":"education","lineage":["https://openalex.org/I38335241"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rakesh Tripathi","raw_affiliation_strings":["National Institute of Technology Raipur, Raipur, India"],"raw_orcid":"https://orcid.org/0000-0002-6032-1514","affiliations":[{"raw_affiliation_string":"National Institute of Technology Raipur, Raipur, India","institution_ids":["https://openalex.org/I38335241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090381393","display_name":"Govind P. Gupta","orcid":"https://orcid.org/0000-0002-0456-1572"},"institutions":[{"id":"https://openalex.org/I38335241","display_name":"National Institute of Technology Raipur","ror":"https://ror.org/02y553197","country_code":"IN","type":"education","lineage":["https://openalex.org/I38335241"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Govind P. Gupta","raw_affiliation_strings":["National Institute of Technology Raipur, Raipur, India"],"raw_orcid":"https://orcid.org/0000-0002-0456-1572","affiliations":[{"raw_affiliation_string":"National Institute of Technology Raipur, Raipur, India","institution_ids":["https://openalex.org/I38335241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038071005","display_name":"A.K.M. Najmul Islam","orcid":"https://orcid.org/0000-0003-2236-3278"},"institutions":[{"id":"https://openalex.org/I63548447","display_name":"Lappeenranta-Lahti University of Technology","ror":"https://ror.org/0208vgz68","country_code":"FI","type":"education","lineage":["https://openalex.org/I63548447"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"A. K. M. Najmul Islam","raw_affiliation_strings":["LUT School of Engineering Science, LUT University, Lappeenranta, Finland"],"raw_orcid":"https://orcid.org/0000-0003-2236-3278","affiliations":[{"raw_affiliation_string":"LUT School of Engineering Science, LUT University, Lappeenranta, Finland","institution_ids":["https://openalex.org/I63548447"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039552087","display_name":"Mohammad Shorfuzzaman","orcid":"https://orcid.org/0000-0002-8050-8431"},"institutions":[{"id":"https://openalex.org/I179331831","display_name":"Taif University","ror":"https://ror.org/014g1a453","country_code":"SA","type":"education","lineage":["https://openalex.org/I179331831"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mohammad Shorfuzzaman","raw_affiliation_strings":["Department of Computer Science, College of Computers and Information Technology, Taif University, Taif, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-8050-8431","affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computers and Information Technology, Taif University, Taif, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5016541555"],"corresponding_institution_ids":["https://openalex.org/I38335241"],"apc_list":null,"apc_paid":null,"fwci":55.4365,"has_fulltext":false,"cited_by_count":185,"citation_normalized_percentile":{"value":0.99925438,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"18","issue":"11","first_page":"8065","last_page":"8073"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9934999942779541,"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/T11800","display_name":"User Authentication and Security Systems","score":0.993399977684021,"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/computer-science","display_name":"Computer science","score":0.7764438390731812},{"id":"https://openalex.org/keywords/blockchain","display_name":"Blockchain","score":0.6846804618835449},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.6088875532150269},{"id":"https://openalex.org/keywords/data-sharing","display_name":"Data sharing","score":0.6038674712181091},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5656574964523315},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4978909492492676},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.48043227195739746},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4330954849720001},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.41373807191848755},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3353455364704132},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.21115300059318542}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7764438390731812},{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.6846804618835449},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.6088875532150269},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.6038674712181091},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5656574964523315},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4978909492492676},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.48043227195739746},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4330954849720001},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.41373807191848755},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3353455364704132},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.21115300059318542},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tii.2022.3161631","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2022.3161631","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:lutpub.lut.fi:10024/163948","is_oa":true,"landing_page_url":"https://lutpub.lut.fi/handle/10024/163948","pdf_url":null,"source":{"id":"https://openalex.org/S4306402474","display_name":"LUTPub (LUT University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63548447","host_organization_name":"Lappeenranta-Lahti University of Technology","host_organization_lineage":["https://openalex.org/I63548447"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:lutpub.lut.fi:10024/163948","is_oa":true,"landing_page_url":"https://lutpub.lut.fi/handle/10024/163948","pdf_url":null,"source":{"id":"https://openalex.org/S4306402474","display_name":"LUTPub (LUT University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63548447","host_organization_name":"Lappeenranta-Lahti University of Technology","host_organization_lineage":["https://openalex.org/I63548447"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.4099999964237213}],"awards":[{"id":"https://openalex.org/G5853137697","display_name":null,"funder_award_id":"MTR/2019/001285","funder_id":"https://openalex.org/F4320334771","funder_display_name":"Science and Engineering Research Board"}],"funders":[{"id":"https://openalex.org/F4320334771","display_name":"Science and Engineering Research Board","ror":"https://ror.org/03ffdsr55"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1561441787","https://openalex.org/W2018145349","https://openalex.org/W2029693536","https://openalex.org/W2907164519","https://openalex.org/W2922690119","https://openalex.org/W2949652322","https://openalex.org/W2979948793","https://openalex.org/W2981856772","https://openalex.org/W2995573806","https://openalex.org/W2995630772","https://openalex.org/W2996223571","https://openalex.org/W3003326204","https://openalex.org/W3005260862","https://openalex.org/W3007152212","https://openalex.org/W3027095011","https://openalex.org/W3033675321","https://openalex.org/W3046167482","https://openalex.org/W3083631507","https://openalex.org/W3085955590","https://openalex.org/W3087344973","https://openalex.org/W3095811343","https://openalex.org/W3099128725","https://openalex.org/W3108615370","https://openalex.org/W3111288713","https://openalex.org/W3120131065","https://openalex.org/W3120480193","https://openalex.org/W3134498674","https://openalex.org/W3164964481","https://openalex.org/W3206599325","https://openalex.org/W3212490608","https://openalex.org/W4205548770","https://openalex.org/W4206638433","https://openalex.org/W4214906548","https://openalex.org/W6633537282","https://openalex.org/W6786216921"],"related_works":["https://openalex.org/W4210406818","https://openalex.org/W4306779889","https://openalex.org/W3048554917","https://openalex.org/W3211706803","https://openalex.org/W4382775358","https://openalex.org/W2669956259","https://openalex.org/W4249005693","https://openalex.org/W4392946183","https://openalex.org/W3088732000","https://openalex.org/W3216065934"],"abstract_inverted_index":{"The":[0,158],"industrial":[1],"healthcaresystem":[2],"has":[3,88],"enabled":[4],"the":[5,16,34,44,58,100,104,110,143,154,170,173],"possibility":[6],"of":[7,12,18,46,172],"realizing":[8],"advanced":[9],"real-time":[10],"monitoring":[11,50],"patients":[13],"and":[14,28,40,49,65,78,98,149,152,161,166],"enriched":[15],"quality":[17],"medical":[19],"services":[20],"through":[21],"data":[22,80,112,145],"sharing":[23,81],"among":[24],"intelligent":[25],"wearable":[26],"devices":[27],"sensors.":[29],"However,":[30],"this":[31,137],"connectivity":[32],"brings":[33],"intrinsic":[35],"vulnerabilities":[36],"related":[37],"to":[38,43,73,92,115],"security":[39,159],"privacy":[41],"due":[42],"need":[45],"continuous":[47],"communication":[48],"over":[51,176],"public":[52],"network":[53],"(insecure":[54],"channel).":[55],"Motivated":[56],"from":[57],"aforementioned":[59],"discussions,":[60],"we":[61],"integrate":[62],"permissioned":[63],"blockchain":[64,90],"smart":[66,105],"contract":[67],"with":[68,128],"deep":[69],"learning":[70],"(DL)":[71],"techniques":[72],"design":[74],"a":[75,89,117],"novel":[76,118],"secure":[77],"efficient":[79],"framework":[82,175],"named":[83],"PBDL.":[84],"Specifically,":[85],"PBDL":[86,174],"first":[87],"scheme":[91,120],"register,":[93],"verify":[94],"(using":[95],"zero-knowledge":[96],"proof),":[97],"validate":[99],"communicating":[101],"entities":[102],"using":[103,164],"contract-based":[106],"consensus":[107],"mechanism.":[108],"Second,":[109],"authenticated":[111],"are":[113],"used":[114],"propose":[116],"DL":[119],"that":[121],"combines":[122],"stacked":[123],"sparse":[124],"variational":[125],"autoencoder":[126],"(SSVAE)":[127],"self-attention-based":[129],"bidirectional":[130],"long":[131],"short":[132],"term":[133],"memory":[134],"(SA-BiLSTM).":[135],"In":[136],"scheme,":[138],"SSVAE":[139],"encodes":[140],"or":[141],"transforms":[142],"healthcare":[144],"into":[146],"new":[147],"format,":[148],"SA-BiLSTM":[150],"identifies":[151],"improves":[153],"attack":[155],"detection":[156],"process.":[157],"analysis":[160],"experimental":[162],"results":[163],"IoT-Botnet":[165],"ToN-IoT":[167],"datasets":[168],"confirm":[169],"superiority":[171],"existing":[177],"state-of-the-art":[178],"techniques.":[179]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":53},{"year":2024,"cited_by_count":56},{"year":2023,"cited_by_count":55},{"year":2022,"cited_by_count":10}],"updated_date":"2026-05-28T09:10:13.091523","created_date":"2025-10-10T00:00:00"}
