{"id":"https://openalex.org/W4393028416","doi":"https://doi.org/10.1109/gcwkshps58843.2023.10465150","title":"HEAL-SDN: Artificial Neural Network-based Secure Data Exchange Framework for SDN Controllers in Healthcare 4.0","display_name":"HEAL-SDN: Artificial Neural Network-based Secure Data Exchange Framework for SDN Controllers in Healthcare 4.0","publication_year":2023,"publication_date":"2023-12-04","ids":{"openalex":"https://openalex.org/W4393028416","doi":"https://doi.org/10.1109/gcwkshps58843.2023.10465150"},"language":"en","primary_location":{"id":"doi:10.1109/gcwkshps58843.2023.10465150","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcwkshps58843.2023.10465150","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Globecom Workshops (GC Wkshps)","raw_type":"proceedings-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/A5074704769","display_name":"Malaram Kumhar","orcid":"https://orcid.org/0000-0001-5142-3933"},"institutions":[{"id":"https://openalex.org/I29563240","display_name":"Gujarat Technological University","ror":"https://ror.org/059x8vm09","country_code":"IN","type":"education","lineage":["https://openalex.org/I29563240"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Malaram Kumhar","raw_affiliation_strings":["Gujarat Technological University,Research Scholar,Ahmedabad,India,382424"],"affiliations":[{"raw_affiliation_string":"Gujarat Technological University,Research Scholar,Ahmedabad,India,382424","institution_ids":["https://openalex.org/I29563240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039637627","display_name":"Jitendra Bhatia","orcid":"https://orcid.org/0000-0002-2375-5057"},"institutions":[{"id":"https://openalex.org/I165831266","display_name":"Nirma University","ror":"https://ror.org/05qkq7x38","country_code":"IN","type":"education","lineage":["https://openalex.org/I165831266"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jitendra Bhatia","raw_affiliation_strings":["Institute of Technology, Nirma University,Department of Computer Science and Engineering,Ahmedabad,India","Department of Computer Science and Engineering, Institute of Technology, Nirma University, Ahmedabad, India"],"affiliations":[{"raw_affiliation_string":"Institute of Technology, Nirma University,Department of Computer Science and Engineering,Ahmedabad,India","institution_ids":["https://openalex.org/I165831266"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Institute of Technology, Nirma University, Ahmedabad, India","institution_ids":["https://openalex.org/I165831266"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044414974","display_name":"Nilesh Kumar Jadav","orcid":"https://orcid.org/0000-0002-0717-8907"},"institutions":[{"id":"https://openalex.org/I165831266","display_name":"Nirma University","ror":"https://ror.org/05qkq7x38","country_code":"IN","type":"education","lineage":["https://openalex.org/I165831266"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Nilesh Kumar Jadav","raw_affiliation_strings":["Institute of Technology, Nirma University,Department of Computer Science and Engineering,Ahmedabad,India","Department of Computer Science and Engineering, Institute of Technology, Nirma University, Ahmedabad, India"],"affiliations":[{"raw_affiliation_string":"Institute of Technology, Nirma University,Department of Computer Science and Engineering,Ahmedabad,India","institution_ids":["https://openalex.org/I165831266"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Institute of Technology, Nirma University, Ahmedabad, India","institution_ids":["https://openalex.org/I165831266"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093281099","display_name":"Ali Asgar Padaria","orcid":"https://orcid.org/0009-0006-4616-992X"},"institutions":[{"id":"https://openalex.org/I88596544","display_name":"Universidade Lus\u00f3fona","ror":"https://ror.org/05xxfer42","country_code":"PT","type":"education","lineage":["https://openalex.org/I88596544"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ali Asgar Padaria","raw_affiliation_strings":["Lusofona University,COPELABS,Lisbon,Portugal","COPELABS, Lusofona University, Lisbon, Portugal"],"affiliations":[{"raw_affiliation_string":"Lusofona University,COPELABS,Lisbon,Portugal","institution_ids":["https://openalex.org/I88596544"]},{"raw_affiliation_string":"COPELABS, Lusofona University, Lisbon, Portugal","institution_ids":["https://openalex.org/I88596544"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058080028","display_name":"Rajesh Gupta","orcid":"https://orcid.org/0000-0003-3298-4238"},"institutions":[{"id":"https://openalex.org/I88596544","display_name":"Universidade Lus\u00f3fona","ror":"https://ror.org/05xxfer42","country_code":"PT","type":"education","lineage":["https://openalex.org/I88596544"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Rajesh Gupta","raw_affiliation_strings":["Lusofona University,COPELABS,Lisbon,Portugal","COPELABS, Lusofona University, Lisbon, Portugal"],"affiliations":[{"raw_affiliation_string":"Lusofona University,COPELABS,Lisbon,Portugal","institution_ids":["https://openalex.org/I88596544"]},{"raw_affiliation_string":"COPELABS, Lusofona University, Lisbon, Portugal","institution_ids":["https://openalex.org/I88596544"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089077811","display_name":"Sudeep Tanwar","orcid":"https://orcid.org/0000-0002-1776-4651"},"institutions":[{"id":"https://openalex.org/I88596544","display_name":"Universidade Lus\u00f3fona","ror":"https://ror.org/05xxfer42","country_code":"PT","type":"education","lineage":["https://openalex.org/I88596544"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Sudeep Tanwar","raw_affiliation_strings":["Lusofona University,COPELABS,Lisbon,Portugal","COPELABS, Lusofona University, Lisbon, Portugal"],"affiliations":[{"raw_affiliation_string":"Lusofona University,COPELABS,Lisbon,Portugal","institution_ids":["https://openalex.org/I88596544"]},{"raw_affiliation_string":"COPELABS, Lusofona University, Lisbon, Portugal","institution_ids":["https://openalex.org/I88596544"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076776322","display_name":"Joel J. P. C. Rodrigues","orcid":"https://orcid.org/0000-0001-8657-3800"},"institutions":[{"id":"https://openalex.org/I88596544","display_name":"Universidade Lus\u00f3fona","ror":"https://ror.org/05xxfer42","country_code":"PT","type":"education","lineage":["https://openalex.org/I88596544"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Joel J. P. C. Rodrigues","raw_affiliation_strings":["Lusofona University,COPELABS,Lisbon,Portugal","COPELABS, Lusofona University, Lisbon, Portugal"],"affiliations":[{"raw_affiliation_string":"Lusofona University,COPELABS,Lisbon,Portugal","institution_ids":["https://openalex.org/I88596544"]},{"raw_affiliation_string":"COPELABS, Lusofona University, Lisbon, Portugal","institution_ids":["https://openalex.org/I88596544"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5074704769"],"corresponding_institution_ids":["https://openalex.org/I29563240"],"apc_list":null,"apc_paid":null,"fwci":0.9163,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.82575009,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1832","last_page":"1837"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13038","display_name":"Internet of Things and AI","score":0.9089000225067139,"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/T13038","display_name":"Internet of Things and AI","score":0.9089000225067139,"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":0.7104074358940125},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.609635591506958},{"id":"https://openalex.org/keywords/data-exchange","display_name":"Data exchange","score":0.5419358611106873},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5129168033599854},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4344730079174042},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33476442098617554},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.0860036313533783}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7104074358940125},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.609635591506958},{"id":"https://openalex.org/C15845906","wikidata":"https://www.wikidata.org/wiki/Q1172338","display_name":"Data exchange","level":2,"score":0.5419358611106873},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5129168033599854},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4344730079174042},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33476442098617554},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0860036313533783},{"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/gcwkshps58843.2023.10465150","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcwkshps58843.2023.10465150","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Globecom Workshops (GC Wkshps)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2955829994","https://openalex.org/W3044050394","https://openalex.org/W3109683685","https://openalex.org/W3113418120","https://openalex.org/W3136438736","https://openalex.org/W3154603256","https://openalex.org/W4280623754","https://openalex.org/W4309047182","https://openalex.org/W4311690518","https://openalex.org/W4313176139","https://openalex.org/W6859320398"],"related_works":["https://openalex.org/W2111375262","https://openalex.org/W1991205173","https://openalex.org/W2391251536","https://openalex.org/W2109048960","https://openalex.org/W2741481635","https://openalex.org/W2362198218","https://openalex.org/W2137328885","https://openalex.org/W1982750869","https://openalex.org/W2338537463","https://openalex.org/W2183644707"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"the":[3,16,42,80,91,126,131,136,156,183,186,208,212],"Internet":[4],"of":[5,12,44,79,175],"Things":[6],"(loT)":[7],"has":[8],"gained":[9],"a":[10,116,145],"lot":[11],"popularity":[13],"due":[14,40],"to":[15,41,70,108,135,154],"various":[17,172],"advantages":[18],"it":[19],"poses,":[20],"such":[21,47],"as":[22,48],"automation,":[23],"efficient":[24,193],"sensing":[25],"capabilities,":[26],"and":[27,53,67,82,93,103,158,169,194],"offering":[28],"predictive":[29],"services.":[30],"Specifically,":[31],"healthcare":[32,173,214],"systems":[33],"are":[34,165],"transformed":[35],"on":[36,144,150],"an":[37],"unprecedented":[38],"scale":[39],"incorporation":[43],"cutting-edge":[45],"technologies,":[46],"loT,":[49],"artificial":[50],"intelligence,":[51],"blockchain,":[52],"cloud":[54],"computing.":[55],"Wearable":[56],"devices":[57],"in":[58,171,211],"IoMT":[59],"use":[60],"energy-constrained,":[61],"low-power":[62],"loT":[63],"sensors":[64],"with":[65,100],"security":[66,188],"privacy":[68],"concerns":[69],"send":[71],"data.":[72,161],"Various":[73],"attacks,":[74],"including":[75],"device":[76],"identification,":[77],"location":[78],"device,":[81],"privacy-invading":[83],"interaction,":[84],"can":[85],"significantly":[86],"impact":[87],"data":[88,118,129,164,210],"transmission":[89],"between":[90],"source":[92,132],"target":[94,137],"device.":[95],"A":[96],"Software-defined":[97],"network":[98,146],"(SDN)":[99],"multiple":[101],"controllers":[102,153],"AI":[104],"techniques":[105],"is":[106,142,191],"used":[107],"address":[109],"numerous":[110],"security-related":[111],"issues.":[112],"This":[113],"paper":[114],"proposed":[115],"secure":[117],"exchange":[119],"framework,":[120],"i.e.,":[121,198],"HEAL-SDN":[122,184,190],"that":[123,182],"securely":[124],"sends":[125],"patient's":[127],"health":[128],"from":[130],"SDN":[133],"controller":[134],"controller.":[138],"The":[139,162,178],"ANN":[140],"model":[141],"trained":[143],"dataset":[147],"further":[148],"deployed":[149],"SD":[151],"N":[152],"classify":[155],"malicious":[157,168,209],"non-malicious":[159,170],"wearable":[160],"received":[163],"categorized":[166],"into":[167],"services":[174],"Healthcare":[176],"4.0.":[177,215],"simulation":[179],"results":[180],"demonstrate":[181],"outperforms":[185],"traditional":[187],"frameworks.":[189],"quite":[192],"achieves":[195],"good":[196],"accuracy,":[197],"training":[199,203],"accuracy":[200],"(98.72":[201],"%),":[202],"loss":[204],"(0.03),":[205],"for":[206],"identifying":[207],"SDN-enabled":[213]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}