{"id":"https://openalex.org/W7124700329","doi":"https://doi.org/10.1177/14604582261417493","title":"Next-generation security for big data analytics in healthcare IoT using hybrid cryptographic techniques","display_name":"Next-generation security for big data analytics in healthcare IoT using hybrid cryptographic techniques","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7124700329","doi":"https://doi.org/10.1177/14604582261417493","pmid":"https://pubmed.ncbi.nlm.nih.gov/41553254"},"language":"en","primary_location":{"id":"doi:10.1177/14604582261417493","is_oa":true,"landing_page_url":"https://doi.org/10.1177/14604582261417493","pdf_url":null,"source":{"id":"https://openalex.org/S201800618","display_name":"Health Informatics Journal","issn_l":"1460-4582","issn":["1460-4582","1741-2811"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health Informatics Journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1177/14604582261417493","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010706593","display_name":"Abdullah Alharbi","orcid":"https://orcid.org/0000-0001-8617-1430"},"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":"Abdullah Alharbi","raw_affiliation_strings":["Taif University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Taif University","institution_ids":["https://openalex.org/I179331831"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123353232","display_name":"Wael Alosaimi","orcid":null},"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":"Wael Alosaimi","raw_affiliation_strings":["Taif University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Taif University","institution_ids":["https://openalex.org/I179331831"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Masood Ahmad","orcid":"https://orcid.org/0000-0002-7859-8327"},"institutions":[{"id":"https://openalex.org/I82571370","display_name":"GLA University","ror":"https://ror.org/05fnxgv12","country_code":"IN","type":"education","lineage":["https://openalex.org/I82571370"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Masood Ahmad","raw_affiliation_strings":["GLA University"],"raw_orcid":"https://orcid.org/0000-0002-7859-8327","affiliations":[{"raw_affiliation_string":"GLA University","institution_ids":["https://openalex.org/I82571370"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5123350820","display_name":"Mohd Nadeem","orcid":null},"institutions":[{"id":"https://openalex.org/I4210106473","display_name":"Shri Ramswaroop Memorial University","ror":"https://ror.org/011nk9770","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210106473"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mohd Nadeem","raw_affiliation_strings":["Shri Ramswaroop Memorial University"],"raw_orcid":"https://orcid.org/0000-0003-4244-8076","affiliations":[{"raw_affiliation_string":"Shri Ramswaroop Memorial University","institution_ids":["https://openalex.org/I4210106473"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I82571370"],"apc_list":{"value":1500,"currency":"USD","value_usd":1500},"apc_paid":{"value":1500,"currency":"USD","value_usd":1500},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08687039,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"32","issue":"1","first_page":"14604582261417493","last_page":"14604582261417493"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.33070001006126404,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.33070001006126404,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.09759999811649323,"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/T10951","display_name":"Cryptographic Implementations and Security","score":0.08169999718666077,"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/encryption","display_name":"Encryption","score":0.7958999872207642},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.657800018787384},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6195999979972839},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.46810001134872437},{"id":"https://openalex.org/keywords/hybrid-cryptosystem","display_name":"Hybrid cryptosystem","score":0.43950000405311584},{"id":"https://openalex.org/keywords/client-side-encryption","display_name":"Client-side encryption","score":0.42170000076293945},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.41019999980926514},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.39410001039505005}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8192999958992004},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.7958999872207642},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.657800018787384},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6195999979972839},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.46810001134872437},{"id":"https://openalex.org/C73468433","wikidata":"https://www.wikidata.org/wiki/Q1639918","display_name":"Hybrid cryptosystem","level":4,"score":0.43950000405311584},{"id":"https://openalex.org/C166501710","wikidata":"https://www.wikidata.org/wiki/Q5132476","display_name":"Client-side encryption","level":4,"score":0.42170000076293945},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.41019999980926514},{"id":"https://openalex.org/C10511746","wikidata":"https://www.wikidata.org/wiki/Q899388","display_name":"Data security","level":3,"score":0.39410001039505005},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.39410001039505005},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.39010000228881836},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3352999985218048},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.335099995136261},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.33500000834465027},{"id":"https://openalex.org/C94520183","wikidata":"https://www.wikidata.org/wiki/Q190746","display_name":"Advanced Encryption Standard","level":3,"score":0.3215000033378601},{"id":"https://openalex.org/C38369872","wikidata":"https://www.wikidata.org/wiki/Q7445009","display_name":"Security analysis","level":2,"score":0.3149999976158142},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.3043000102043152},{"id":"https://openalex.org/C15927051","wikidata":"https://www.wikidata.org/wiki/Q246593","display_name":"Cryptographic primitive","level":4,"score":0.29179999232292175},{"id":"https://openalex.org/C121822524","wikidata":"https://www.wikidata.org/wiki/Q5157582","display_name":"Computer security model","level":2,"score":0.27619999647140503},{"id":"https://openalex.org/C2780221543","wikidata":"https://www.wikidata.org/wiki/Q4681865","display_name":"Cipher","level":3,"score":0.2736999988555908},{"id":"https://openalex.org/C158215988","wikidata":"https://www.wikidata.org/wiki/Q4637271","display_name":"40-bit encryption","level":3,"score":0.2621999979019165},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.25679999589920044},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.2556000053882599}],"mesh":[{"descriptor_ui":"D000077558","descriptor_name":"Big Data","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077558","descriptor_name":"Big Data","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000080487","descriptor_name":"Internet of Things","qualifier_ui":"Q000639","qualifier_name":"trends","is_major_topic":true},{"descriptor_ui":"D000080487","descriptor_name":"Internet of Things","qualifier_ui":"Q000639","qualifier_name":"trends","is_major_topic":true},{"descriptor_ui":"D000098971","descriptor_name":"Data Analytics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000098971","descriptor_name":"Data Analytics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016494","descriptor_name":"Computer Security","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D016494","descriptor_name":"Computer Security","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D016494","descriptor_name":"Computer Security","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":true},{"descriptor_ui":"D016494","descriptor_name":"Computer Security","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":true},{"descriptor_ui":"D016494","descriptor_name":"Computer Security","qualifier_ui":"Q000639","qualifier_name":"trends","is_major_topic":true},{"descriptor_ui":"D016494","descriptor_name":"Computer Security","qualifier_ui":"Q000639","qualifier_name":"trends","is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1177/14604582261417493","is_oa":true,"landing_page_url":"https://doi.org/10.1177/14604582261417493","pdf_url":null,"source":{"id":"https://openalex.org/S201800618","display_name":"Health Informatics Journal","issn_l":"1460-4582","issn":["1460-4582","1741-2811"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health Informatics Journal","raw_type":"journal-article"},{"id":"pmid:41553254","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41553254","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health informatics journal","raw_type":null},{"id":"pmh:oai:doaj.org/article:09b97906c6894853af2d62c9a51187c8","is_oa":true,"landing_page_url":"https://doaj.org/article/09b97906c6894853af2d62c9a51187c8","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Health Informatics Journal, Vol 32 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1177/14604582261417493","is_oa":true,"landing_page_url":"https://doi.org/10.1177/14604582261417493","pdf_url":null,"source":{"id":"https://openalex.org/S201800618","display_name":"Health Informatics Journal","issn_l":"1460-4582","issn":["1460-4582","1741-2811"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health Informatics Journal","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6370805501937866,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2868786836","https://openalex.org/W2884318141","https://openalex.org/W2890560595","https://openalex.org/W2957369234","https://openalex.org/W2972218761","https://openalex.org/W2981455952","https://openalex.org/W2988252339","https://openalex.org/W3003111815","https://openalex.org/W3016659975","https://openalex.org/W3130714454","https://openalex.org/W3154595409","https://openalex.org/W4210687304","https://openalex.org/W4226318346","https://openalex.org/W4229064337","https://openalex.org/W4293053859","https://openalex.org/W4312084546","https://openalex.org/W4319335560","https://openalex.org/W4405701133","https://openalex.org/W4408780034"],"related_works":[],"abstract_inverted_index":{"Big":[0,85],"Data":[1],"in":[2,78],"Internet":[3],"of":[4,12,131,172,182,193],"Healthcare":[5],"Things":[6],"(IoHT)":[7],"environments":[8,80],"includes":[9],"large":[10],"volumes":[11],"structured":[13],"and":[14,30,59,123,135,150,179,185],"unstructured":[15],"clinical":[16],"information.":[17],"The":[18,87,109,138,174],"Hadoop":[19],"Distributed":[20],"File":[21],"System":[22],"(HDFS)":[23],"is":[24,112],"widely":[25],"used":[26],"for":[27],"its":[28,132],"scalability":[29],"ability":[31],"to":[32,46,75,97,165],"run":[33],"on":[34],"commodity":[35],"hardware.":[36],"However,":[37],"it":[38],"offers":[39],"limited":[40],"native":[41],"encryption,":[42],"leaving":[43],"data":[44,99],"vulnerable":[45],"security":[47,60,77,133],"risks.":[48],"Although":[49],"several":[50],"encryption":[51,72,148,178],"techniques":[52],"exist,":[53],"traditional":[54],"algorithms":[55],"still":[56],"face":[57],"performance":[58,139,163],"limitations":[61],"with":[62,93],"large-scale":[63,83,194],"medical":[64,84,103],"datasets.":[65],"Therefore,":[66],"this":[67],"study":[68],"introduces":[69],"a":[70,128,169],"hybrid":[71,116,159],"framework":[73,88],"designed":[74],"enhance":[76],"IoHT":[79,107,195],"that":[81,156],"process":[82],"Data.":[86],"combines":[89],"Attribute-Based":[90],"Encryption":[91],"(ABE)":[92],"the":[94,106,157],"Blowfish":[95],"cipher":[96],"secure":[98],"generated":[100],"by":[101],"heterogeneous":[102],"devices":[104],"across":[105],"infrastructure.":[108],"proposed":[110,158],"approach":[111],"benchmarked":[113],"against":[114],"established":[115],"schemes-CP-ABE":[117],"+":[118,121,125],"HE,":[119],"HE":[120],"BF,":[122],"CP-ABE":[124],"AES-to":[126],"provide":[127],"comparative":[129],"assessment":[130,140],"strength":[134],"computational":[136,143,191],"performance.":[137],"employed":[141],"key":[142],"metrics,":[144],"including":[145],"system":[146],"efficiency,":[147],"latency,":[149],"decryption":[151,180],"latency.":[152],"Experimental":[153],"results":[154],"demonstrate":[155],"scheme":[160],"delivers":[161],"superior":[162],"compared":[164],"existing":[166],"approaches,":[167],"attaining":[168],"peak":[170],"efficiency":[171],"98.5%.":[173],"method":[175],"further":[176],"achieved":[177],"times":[181],"6.8":[183],"min":[184],"5.7":[186],"min,":[187],"respectively,":[188],"indicating":[189],"improved":[190],"handling":[192],"data.":[196]},"counts_by_year":[],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2026-01-20T00:00:00"}