{"id":"https://openalex.org/W4409581186","doi":"https://doi.org/10.1109/jiot.2025.3562165","title":"An Explainable AutoML-Driven Meta-Learning Scheme for Intrusion Prevention in Zero-Touch Networks Within Carbon Intelligent IIoT","display_name":"An Explainable AutoML-Driven Meta-Learning Scheme for Intrusion Prevention in Zero-Touch Networks Within Carbon Intelligent IIoT","publication_year":2025,"publication_date":"2025-04-18","ids":{"openalex":"https://openalex.org/W4409581186","doi":"https://doi.org/10.1109/jiot.2025.3562165"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2025.3562165","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3562165","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/A5005365885","display_name":"Anik Islam","orcid":"https://orcid.org/0000-0002-6725-9805"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Anik Islam","raw_affiliation_strings":["Deptartment of Electrical and Software Engneering, Schulich School of Engineering, University of Calgary, Calgary, AB, Canada","Deptartment of Electrical and Software Engneering, Schulich School of Engineering, University of Calgary, Calgary, Canada"],"raw_orcid":"https://orcid.org/0000-0002-6725-9805","affiliations":[{"raw_affiliation_string":"Deptartment of Electrical and Software Engneering, Schulich School of Engineering, University of Calgary, Calgary, AB, Canada","institution_ids":["https://openalex.org/I168635309"]},{"raw_affiliation_string":"Deptartment of Electrical and Software Engneering, Schulich School of Engineering, University of Calgary, Calgary, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102945288","display_name":"Hadis Karimipour","orcid":"https://orcid.org/0000-0001-7948-4033"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hadis Karimipour","raw_affiliation_strings":["Deptartment of Electrical and Software Engneering, Schulich School of Engineering, University of Calgary, Calgary, AB, Canada","Deptartment of Electrical and Software Engneering, Schulich School of Engineering, University of Calgary, Calgary, Canada"],"raw_orcid":"https://orcid.org/0000-0001-7948-4033","affiliations":[{"raw_affiliation_string":"Deptartment of Electrical and Software Engneering, Schulich School of Engineering, University of Calgary, Calgary, AB, Canada","institution_ids":["https://openalex.org/I168635309"]},{"raw_affiliation_string":"Deptartment of Electrical and Software Engneering, Schulich School of Engineering, University of Calgary, Calgary, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041854978","display_name":"Thippa Reddy Gadekallu","orcid":"https://orcid.org/0000-0003-0097-801X"},"institutions":[{"id":"https://openalex.org/I1284762954","display_name":"Zhejiang A & F University","ror":"https://ror.org/02vj4rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I1284762954"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Thippa Reddy Gadekallu","raw_affiliation_strings":["College of Mathematics and Computer Science, Zhejiang A&F University, Hangzhou, China","The College of Mathematics and Computer Science, Zhejiang A and F University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-0097-801X","affiliations":[{"raw_affiliation_string":"College of Mathematics and Computer Science, Zhejiang A&F University, Hangzhou, China","institution_ids":["https://openalex.org/I1284762954"]},{"raw_affiliation_string":"The College of Mathematics and Computer Science, Zhejiang A and F University, Hangzhou, China","institution_ids":["https://openalex.org/I1284762954"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1081,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.77435778,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"12","issue":"17","first_page":"34731","last_page":"34742"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9448000192642212,"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":0.9448000192642212,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.758098304271698},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.7195703387260437},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.4840087592601776},{"id":"https://openalex.org/keywords/zero","display_name":"Zero (linguistics)","score":0.4746677875518799},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4591917097568512},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33808159828186035},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10058805346488953}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.758098304271698},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.7195703387260437},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.4840087592601776},{"id":"https://openalex.org/C2780813799","wikidata":"https://www.wikidata.org/wiki/Q3274237","display_name":"Zero (linguistics)","level":2,"score":0.4746677875518799},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4591917097568512},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33808159828186035},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10058805346488953},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2025.3562165","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3562165","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":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.5699999928474426}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W4379659755","https://openalex.org/W4381162254","https://openalex.org/W4387870550","https://openalex.org/W4392746143","https://openalex.org/W4397026306","https://openalex.org/W4400226311","https://openalex.org/W4401163238","https://openalex.org/W4402302652","https://openalex.org/W4402978119","https://openalex.org/W4403563850","https://openalex.org/W4404056941","https://openalex.org/W4405327534","https://openalex.org/W4406311207","https://openalex.org/W4406983072","https://openalex.org/W6639204139","https://openalex.org/W6685133223","https://openalex.org/W6734194636","https://openalex.org/W6737947904","https://openalex.org/W6767599400","https://openalex.org/W6839504310"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Carbon":[0,102],"Intelligent":[1,103],"Industrial":[2],"Internet":[3],"of":[4,51,85,143],"Things":[5],"(IIoT)":[6],"systems":[7],"are":[8],"critical":[9],"for":[10,99,175],"achieving":[11],"sustainable":[12],"industrial":[13,158],"automation":[14],"but":[15,39],"face":[16],"challenges":[17,38,77],"such":[18,73],"as":[19,74],"scalability,":[20],"operational":[21,37],"complexity,":[22],"and":[23,53,82,110,116,122,155,172],"security":[24],"vulnerabilities.":[25],"Zero-Touch":[26],"Networks":[27],"(ZTN),":[28],"with":[29],"their":[30,48],"autonomous":[31],"management":[32],"capabilities,":[33],"offer":[34],"solutions":[35],"to":[36,42,47,112,153,185],"remain":[40],"vulnerable":[41],"sophisticated":[43],"cyber":[44],"intrusions":[45],"due":[46],"high":[49],"level":[50],"autonomy":[52],"interconnectedness.":[54],"While":[55],"Artificial":[56],"Intelligence":[57],"(AI),":[58],"especially":[59],"Deep":[60],"Learning":[61],"(DL),":[62],"shows":[63],"potential":[64],"in":[65,78,120,157,166,177],"intrusion":[66,168],"detection,":[67],"current":[68],"approaches":[69],"often":[70],"encounter":[71],"obstacles":[72],"insufficient":[75],"datasets,":[76],"automated":[79],"data":[80,114],"preprocessing,":[81],"a":[83,182],"lack":[84],"transparency.":[86],"This":[87],"paper":[88],"introduces":[89],"an":[90,129],"AutoML-enabled":[91],"Meta":[92],"Learning-based":[93],"Intrusion":[94],"Prevention":[95],"Scheme":[96],"designed":[97],"specifically":[98],"ZTN":[100,176],"within":[101],"IIoT.":[104],"The":[105],"proposed":[106],"framework":[107],"integrates":[108],"AutoML":[109],"meta-learning":[111],"streamline":[113],"preprocessing":[115],"improve":[117],"model":[118,147],"adaptability":[119],"dynamic":[121],"evolving":[123],"threat":[124],"environments.":[125],"To":[126],"ensure":[127],"transparency,":[128],"Integrated":[130],"Gradient-based":[131],"Explainable":[132],"AI":[133],"(XAI)":[134],"mechanism":[135],"is":[136],"employed,":[137],"offering":[138],"insights":[139],"into":[140],"the":[141,163],"impact":[142],"individual":[144],"features":[145],"on":[146],"predictions,":[148],"thereby":[149],"addressing":[150],"concerns":[151],"related":[152],"trust":[154],"accountability":[156],"applications.":[159],"Experimental":[160],"evaluations":[161],"demonstrate":[162],"framework\u2019s":[164],"effectiveness":[165],"enhancing":[167],"prevention,":[169],"bolstering":[170],"security,":[171],"improving":[173],"transparency":[174],"carbon":[178],"intelligent":[179],"IIoT,":[180],"providing":[181],"comprehensive":[183],"solution":[184],"prevailing":[186],"challenges.":[187]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}