{"id":"https://openalex.org/W4394699061","doi":"https://doi.org/10.1109/jiot.2024.3387294","title":"Meta-IDS: Meta-Learning-Based Smart Intrusion Detection System for Internet of Medical Things (IoMT) Network","display_name":"Meta-IDS: Meta-Learning-Based Smart Intrusion Detection System for Internet of Medical Things (IoMT) Network","publication_year":2024,"publication_date":"2024-04-10","ids":{"openalex":"https://openalex.org/W4394699061","doi":"https://doi.org/10.1109/jiot.2024.3387294"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3387294","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3387294","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5067168526","display_name":"Umer Zukaib","orcid":"https://orcid.org/0000-0001-8515-5324"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Umer Zukaib","raw_affiliation_strings":["Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China","Ministry of Education, School of Cyber Science and Engineering, Key Laboratory of Aerospace Information Security and Trusted Computing, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-8515-5324","affiliations":[{"raw_affiliation_string":"Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"Ministry of Education, School of Cyber Science and Engineering, Key Laboratory of Aerospace Information Security and Trusted Computing, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041280931","display_name":"Xiaohui Cui","orcid":"https://orcid.org/0000-0001-6079-009X"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaohui Cui","raw_affiliation_strings":["Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China","Ministry of Education, School of Cyber Science and Engineering, Key Laboratory of Aerospace Information Security and Trusted Computing, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-6079-009X","affiliations":[{"raw_affiliation_string":"Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"Ministry of Education, School of Cyber Science and Engineering, Key Laboratory of Aerospace Information Security and Trusted Computing, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058645148","display_name":"Chengliang Zheng","orcid":"https://orcid.org/0009-0006-6461-0993"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengliang Zheng","raw_affiliation_strings":["Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China","Ministry of Education, School of Cyber Science and Engineering, Key Laboratory of Aerospace Information Security and Trusted Computing, Wuhan University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"Ministry of Education, School of Cyber Science and Engineering, Key Laboratory of Aerospace Information Security and Trusted Computing, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052583966","display_name":"Mir Hassan","orcid":"https://orcid.org/0000-0001-9733-2885"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mir Hassan","raw_affiliation_strings":["Department of Information Engineering and Computer Science, University of Trento, Trento, Italy"],"raw_orcid":"https://orcid.org/0000-0001-9733-2885","affiliations":[{"raw_affiliation_string":"Department of Information Engineering and Computer Science, University of Trento, Trento, Italy","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058161586","display_name":"Zhidong Shen","orcid":"https://orcid.org/0000-0002-4880-381X"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhidong Shen","raw_affiliation_strings":["Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China","Ministry of Education, School of Cyber Science and Engineering, Key Laboratory of Aerospace Information Security and Trusted Computing, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-4880-381X","affiliations":[{"raw_affiliation_string":"Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"Ministry of Education, School of Cyber Science and Engineering, Key Laboratory of Aerospace Information Security and Trusted Computing, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":12.8625,"has_fulltext":false,"cited_by_count":60,"citation_normalized_percentile":{"value":0.99220293,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"11","issue":"13","first_page":"23080","last_page":"23095"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998000264167786,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998000264167786,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9976000189781189,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.8148708343505859},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.6204596757888794},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.6156061291694641},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.46046870946884155},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.45458826422691345},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.39954692125320435},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.29541075229644775}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8148708343505859},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.6204596757888794},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.6156061291694641},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.46046870946884155},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.45458826422691345},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.39954692125320435},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.29541075229644775}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2024.3387294","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3387294","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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":62,"referenced_works":["https://openalex.org/W1968882522","https://openalex.org/W2148143831","https://openalex.org/W2589188848","https://openalex.org/W2939087234","https://openalex.org/W2995229062","https://openalex.org/W2996789024","https://openalex.org/W3002823324","https://openalex.org/W3022604549","https://openalex.org/W3033120446","https://openalex.org/W3041286073","https://openalex.org/W3086579950","https://openalex.org/W3111288713","https://openalex.org/W3131315318","https://openalex.org/W3131541364","https://openalex.org/W3131804642","https://openalex.org/W3139459064","https://openalex.org/W3164321464","https://openalex.org/W3169598894","https://openalex.org/W3170348203","https://openalex.org/W3180273110","https://openalex.org/W3190067653","https://openalex.org/W3190323067","https://openalex.org/W3194802500","https://openalex.org/W3201617817","https://openalex.org/W3208773001","https://openalex.org/W3213173707","https://openalex.org/W4200094870","https://openalex.org/W4206968235","https://openalex.org/W4211058895","https://openalex.org/W4213195950","https://openalex.org/W4220690256","https://openalex.org/W4220748182","https://openalex.org/W4224068037","https://openalex.org/W4280610250","https://openalex.org/W4283030397","https://openalex.org/W4285060979","https://openalex.org/W4285803365","https://openalex.org/W4304183900","https://openalex.org/W4310835597","https://openalex.org/W4311399005","https://openalex.org/W4312384107","https://openalex.org/W4313175912","https://openalex.org/W4313389114","https://openalex.org/W4316591601","https://openalex.org/W4320015942","https://openalex.org/W4321020904","https://openalex.org/W4321609027","https://openalex.org/W4323240832","https://openalex.org/W4367400392","https://openalex.org/W4367555812","https://openalex.org/W4379618984","https://openalex.org/W4382865033","https://openalex.org/W4386212337","https://openalex.org/W4386248988","https://openalex.org/W4387609295","https://openalex.org/W4387913104","https://openalex.org/W4388494856","https://openalex.org/W4388805505","https://openalex.org/W4388948083","https://openalex.org/W4389352378","https://openalex.org/W4390603809","https://openalex.org/W4390887143"],"related_works":["https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2625093826","https://openalex.org/W2950174689","https://openalex.org/W4200598720","https://openalex.org/W2921026492","https://openalex.org/W4247463117","https://openalex.org/W4361251261","https://openalex.org/W3031181660"],"abstract_inverted_index":{"The":[0,109],"Internet":[1],"of":[2,21,71,115,137,171],"Medical":[3],"Things":[4],"(IoMT)":[5],"plays":[6],"a":[7,56,64,144],"crucial":[8],"role":[9],"in":[10,33,179],"advancing":[11],"smart":[12],"healthcare":[13],"by":[14],"facilitating":[15],"the":[16,69,148,167,172,183],"real-time":[17],"collection":[18],"and":[19,74,82,107,118,123,126,140,162,169],"processing":[20],"medical":[22],"data.":[23,94],"These":[24],"interconnected":[25],"devices":[26],"leverage":[27],"Artificial":[28],"Intelligence":[29],"to":[30,45,51,67],"assist":[31],"practitioners":[32],"making":[34],"data-driven":[35],"decisions.":[36],"However,":[37],"IoMT\u2019s":[38],"dependence":[39],"on":[40],"communication":[41],"protocols":[42],"exposes":[43],"it":[44],"significant":[46,177],"security":[47],"vulnerabilities.":[48],"In":[49],"response":[50],"this":[52],"challenge,":[53],"we":[54,165],"propose":[55],"novel":[57],"Meta-Intrusion":[58],"Detection":[59],"System":[60],"(Meta-IDS)":[61],"that":[62],"employs":[63],"meta-learning":[65],"approach":[66,78,175],"enhance":[68],"detection":[70,84],"both":[72],"known":[73],"zero-day":[75],"intrusions.":[76],"Our":[77,174],"seamlessly":[79],"integrates":[80],"signature-based":[81,121],"anomaly-based":[83,129],"techniques,":[85],"incorporating":[86],"privacy-preserving":[87],"methods":[88],"essential":[89],"for":[90,120,128],"handling":[91],"sensitive":[92],"IoMT":[93,184],"We":[95],"rigorously":[96],"evaluated":[97],"our":[98],"methodology":[99],"using":[100],"three":[101],"publicly":[102],"available":[103],"datasets":[104],"(WUSTL-EHMS-2020,":[105],"IoTID20,":[106],"WUSTL-IIOT-2021).":[108],"results":[110],"demonstrate":[111],"remarkable":[112],"accuracy":[113],"rates":[114,136],"99.57%,":[116],"99.93%,":[117],"99.99%":[119,127],"detection,":[122,130],"99.47%,":[124],"99.98%,":[125],"coupled":[131],"with":[132,147],"impressively":[133],"low":[134],"misclassification":[135,163],"0.0042%,":[138],"0.0006%,":[139],"0.00004%,":[141],"respectively.":[142],"Through":[143],"comparative":[145],"analysis":[146],"state-of-the-art":[149],"E-GraphSAGE":[150],"model,":[151],"considering":[152],"metrics":[153],"such":[154],"as":[155],"accuracy,":[156],"precision,":[157],"recall,":[158],"F1-score,":[159],"time":[160],"complexity,":[161],"rate,":[164],"affirm":[166],"performance":[168],"reliability":[170],"Meta-IDS.":[173],"holds":[176],"promise":[178],"bolstering":[180],"cybersecurity":[181],"within":[182],"network.":[185]},"counts_by_year":[{"year":2026,"cited_by_count":16},{"year":2025,"cited_by_count":36},{"year":2024,"cited_by_count":8}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}