{"id":"https://openalex.org/W4386523128","doi":"https://doi.org/10.32604/iasc.2023.039718","title":"Enhanced Metaheuristics with Machine Learning Enabled Cyberattack Detection Model","display_name":"Enhanced Metaheuristics with Machine Learning Enabled Cyberattack Detection Model","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4386523128","doi":"https://doi.org/10.32604/iasc.2023.039718"},"language":"en","primary_location":{"id":"doi:10.32604/iasc.2023.039718","is_oa":true,"landing_page_url":"https://doi.org/10.32604/iasc.2023.039718","pdf_url":"https://file.techscience.com/files/iasc/2023/TSP_IASC-37-3/TSP_IASC_39718/TSP_IASC_39718.pdf","source":{"id":"https://openalex.org/S40639465","display_name":"Intelligent Automation & Soft Computing","issn_l":"1079-8587","issn":["1079-8587","2326-005X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Automation &amp; Soft Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://file.techscience.com/files/iasc/2023/TSP_IASC-37-3/TSP_IASC_39718/TSP_IASC_39718.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049069930","display_name":"Ahmed S. Almasoud","orcid":"https://orcid.org/0000-0002-5026-7227"},"institutions":[{"id":"https://openalex.org/I142024983","display_name":"Prince Sultan University","ror":"https://ror.org/053mqrf26","country_code":"SA","type":"education","lineage":["https://openalex.org/I142024983"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Ahmed S. Almasoud","raw_affiliation_strings":["Department of Information Systems, College of Computer and Information Sciences, Prince Sultan University, Riyadh, 12435, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems, College of Computer and Information Sciences, Prince Sultan University, Riyadh, 12435, Saudi Arabia","institution_ids":["https://openalex.org/I142024983"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5049069930"],"corresponding_institution_ids":["https://openalex.org/I142024983"],"apc_list":null,"apc_paid":null,"fwci":2.0551,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.89651387,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":"37","issue":"3","first_page":"2849","last_page":"2863"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10734","display_name":"Information and Cyber Security","score":0.9757999777793884,"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/T10734","display_name":"Information and Cyber Security","score":0.9757999777793884,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9708999991416931,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9104999899864197,"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":0.9444707632064819},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.732898473739624},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4100499153137207},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3515462875366211}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9444707632064819},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.732898473739624},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4100499153137207},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3515462875366211}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.32604/iasc.2023.039718","is_oa":true,"landing_page_url":"https://doi.org/10.32604/iasc.2023.039718","pdf_url":"https://file.techscience.com/files/iasc/2023/TSP_IASC-37-3/TSP_IASC_39718/TSP_IASC_39718.pdf","source":{"id":"https://openalex.org/S40639465","display_name":"Intelligent Automation & Soft Computing","issn_l":"1079-8587","issn":["1079-8587","2326-005X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Automation &amp; Soft Computing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.32604/iasc.2023.039718","is_oa":true,"landing_page_url":"https://doi.org/10.32604/iasc.2023.039718","pdf_url":"https://file.techscience.com/files/iasc/2023/TSP_IASC-37-3/TSP_IASC_39718/TSP_IASC_39718.pdf","source":{"id":"https://openalex.org/S40639465","display_name":"Intelligent Automation & Soft Computing","issn_l":"1079-8587","issn":["1079-8587","2326-005X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Automation &amp; Soft Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320327702","display_name":"Prince Sultan University","ror":"https://ror.org/053mqrf26"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386523128.pdf"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W2049829359","https://openalex.org/W2092466978","https://openalex.org/W2739957658","https://openalex.org/W2766578054","https://openalex.org/W2804368608","https://openalex.org/W2805398399","https://openalex.org/W2899456194","https://openalex.org/W2901587899","https://openalex.org/W2913497771","https://openalex.org/W2943167885","https://openalex.org/W2984108472","https://openalex.org/W2991140181","https://openalex.org/W3000981632","https://openalex.org/W3029517552","https://openalex.org/W3042572036","https://openalex.org/W3126698296","https://openalex.org/W3135011374","https://openalex.org/W3138718047","https://openalex.org/W3161287103","https://openalex.org/W3198461787","https://openalex.org/W3217423340","https://openalex.org/W4213415064","https://openalex.org/W4213436186","https://openalex.org/W4221100464","https://openalex.org/W4225816922","https://openalex.org/W4226291538","https://openalex.org/W4239827750","https://openalex.org/W4285709456","https://openalex.org/W4310062079","https://openalex.org/W4317906229","https://openalex.org/W6751921334","https://openalex.org/W6769651793","https://openalex.org/W6787914529"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4313488044","https://openalex.org/W3209574120","https://openalex.org/W4312192474","https://openalex.org/W4210805261"],"abstract_inverted_index":{"The":[0,73,167,188],"Internet":[1],"of":[2,29,75,150,169],"Things":[3],"(IoT)":[4],"is":[5,12,16,80,121,143,196],"considered":[6],"the":[7,19,26,46,52,76,93,104,125,140,146,153,161,170,181,193],"next-gen":[8],"connection":[9],"network":[10],"and":[11,32,65,148,180],"ubiquitous":[13],"since":[14],"it":[15],"based":[17,44,116],"on":[18,45],"Internet.":[20],"Intrusion":[21],"Detection":[22,64],"System":[23],"(IDS)":[24],"determines":[25],"intrusion":[27],"performance":[28,168],"terminal":[30],"equipment":[31],"IoT":[33,37,71,85],"communication":[34],"procedures":[35],"from":[36],"environments":[38,86],"after":[39],"taking":[40],"equivalent":[41],"defence":[42],"measures":[43],"identified":[47],"behaviour.":[48],"In":[49,110],"this":[50],"background,":[51],"current":[53],"study":[54,190],"develops":[55],"an":[56,70],"Enhanced":[57,112],"Metaheuristics":[58],"with":[59,87,133],"Machine":[60,137],"Learning":[61],"enabled":[62],"Cyberattack":[63],"Classification":[66],"(EMML-CADC)":[67],"model":[68,79,95,155,173,195],"in":[69,84],"environment.":[72],"aim":[74],"presented":[77],"EMML-CADC":[78,94,172,194],"to":[81,102,123,159,198],"detect":[82],"cyberattacks":[83],"enhanced":[88,165],"efficiency.":[89],"To":[90],"attain":[91],"this,":[92],"primarily":[96],"employs":[97],"a":[98,107,177],"data":[99,105],"preprocessing":[100],"stage":[101],"normalize":[103],"into":[106],"uniform":[108],"format.":[109],"addition,":[111],"Cat":[113],"Swarm":[114],"Optimization":[115,131],"Feature":[117],"Selection":[118],"(ECSO-FS)":[119],"approach":[120],"followed":[122],"choose":[124],"optimal":[126],"feature":[127],"subsets.":[128],"Besides,":[129],"Mayfly":[130],"(MFO)":[132],"Twin":[134],"Support":[135],"Vector":[136],"(TSVM),":[138],"called":[139],"MFO-TSVM":[141],"model,":[142],"utilized":[144],"for":[145,164],"detection":[147],"classification":[149],"cyberattacks.":[151],"Here,":[152],"MFO":[154],"has":[156],"been":[157],"exploited":[158],"fine-tune":[160],"TSVM":[162],"variables":[163],"results.":[166],"proposed":[171],"was":[174],"validated":[175],"using":[176],"benchmark":[178],"dataset,":[179],"results":[182],"were":[183],"inspected":[184],"under":[185,201],"several":[186],"measures.":[187,203],"comparative":[189],"concluded":[191],"that":[192],"superior":[197],"other":[199],"models":[200],"different":[202]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2025-12-24T23:09:58.560324","created_date":"2025-10-10T00:00:00"}
