{"id":"https://openalex.org/W4402574955","doi":"https://doi.org/10.1093/comjnl/bxae088","title":"Intrusion detection based on hybrid metaheuristic feature selection","display_name":"Intrusion detection based on hybrid metaheuristic feature selection","publication_year":2024,"publication_date":"2024-09-16","ids":{"openalex":"https://openalex.org/W4402574955","doi":"https://doi.org/10.1093/comjnl/bxae088"},"language":"en","primary_location":{"id":"doi:10.1093/comjnl/bxae088","is_oa":false,"landing_page_url":"https://doi.org/10.1093/comjnl/bxae088","pdf_url":null,"source":{"id":"https://openalex.org/S44643521","display_name":"The Computer Journal","issn_l":"0010-4620","issn":["0010-4620","1460-2067"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Computer 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/A5008910003","display_name":"Fengjun Zhang","orcid":"https://orcid.org/0000-0002-0519-4583"},"institutions":[{"id":"https://openalex.org/I2800372957","display_name":"China Electronics Technology Group Corporation","ror":"https://ror.org/0098hst83","country_code":"CN","type":"company","lineage":["https://openalex.org/I2800372957"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengjun Zhang","raw_affiliation_strings":["Department of Integration, The 30th Research Institute of China Electronics Technology Group Corporation , No. 8 Chuangye Road, Chengdu, Sichuan 610036,","Department of Integration, The 30th Research Institute of China Electronics Technology Group Corporation , No. 8 Chuangye Road, Chengdu, Sichuan 610036, China"],"raw_orcid":"https://orcid.org/0000-0002-0519-4583","affiliations":[{"raw_affiliation_string":"Department of Integration, The 30th Research Institute of China Electronics Technology Group Corporation , No. 8 Chuangye Road, Chengdu, Sichuan 610036,","institution_ids":["https://openalex.org/I2800372957"]},{"raw_affiliation_string":"Department of Integration, The 30th Research Institute of China Electronics Technology Group Corporation , No. 8 Chuangye Road, Chengdu, Sichuan 610036, China","institution_ids":["https://openalex.org/I2800372957"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025793029","display_name":"Lisheng Huang","orcid":"https://orcid.org/0000-0003-3652-3279"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lisheng Huang","raw_affiliation_strings":["School of Computer Science and engineering, University of Electronic Science and Technology of China , No. 2006, Xiyuan Ave., Chengdu, Sichuan 611731,","School of Computer Science and engineering, University of Electronic Science and Technology of China , No. 2006, Xiyuan Ave., Chengdu, Sichuan 611731, China"],"raw_orcid":"https://orcid.org/0000-0003-3652-3279","affiliations":[{"raw_affiliation_string":"School of Computer Science and engineering, University of Electronic Science and Technology of China , No. 2006, Xiyuan Ave., Chengdu, Sichuan 611731,","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"School of Computer Science and engineering, University of Electronic Science and Technology of China , No. 2006, Xiyuan Ave., Chengdu, Sichuan 611731, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101062141","display_name":"Kai Shi","orcid":"https://orcid.org/0009-0002-4059-9663"},"institutions":[{"id":"https://openalex.org/I2800372957","display_name":"China Electronics Technology Group Corporation","ror":"https://ror.org/0098hst83","country_code":"CN","type":"company","lineage":["https://openalex.org/I2800372957"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Shi","raw_affiliation_strings":["Department of Integration, The 30th Research Institute of China Electronics Technology Group Corporation , No. 8 Chuangye Road, Chengdu, Sichuan 610036,","Department of Integration, The 30th Research Institute of China Electronics Technology Group Corporation , No. 8 Chuangye Road, Chengdu, Sichuan 610036, China"],"raw_orcid":"https://orcid.org/0009-0002-4059-9663","affiliations":[{"raw_affiliation_string":"Department of Integration, The 30th Research Institute of China Electronics Technology Group Corporation , No. 8 Chuangye Road, Chengdu, Sichuan 610036,","institution_ids":["https://openalex.org/I2800372957"]},{"raw_affiliation_string":"Department of Integration, The 30th Research Institute of China Electronics Technology Group Corporation , No. 8 Chuangye Road, Chengdu, Sichuan 610036, China","institution_ids":["https://openalex.org/I2800372957"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079679096","display_name":"Shengjie Zhai","orcid":"https://orcid.org/0009-0004-4162-5119"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengjie Zhai","raw_affiliation_strings":["School of Computer Science and engineering, University of Electronic Science and Technology of China , No. 2006, Xiyuan Ave., Chengdu, Sichuan 611731,","School of Computer Science and engineering, University of Electronic Science and Technology of China , No. 2006, Xiyuan Ave., Chengdu, Sichuan 611731, China"],"raw_orcid":"https://orcid.org/0009-0004-4162-5119","affiliations":[{"raw_affiliation_string":"School of Computer Science and engineering, University of Electronic Science and Technology of China , No. 2006, Xiyuan Ave., Chengdu, Sichuan 611731,","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"School of Computer Science and engineering, University of Electronic Science and Technology of China , No. 2006, Xiyuan Ave., Chengdu, Sichuan 611731, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003186664","display_name":"Yunhai Lan","orcid":"https://orcid.org/0009-0003-3127-2922"},"institutions":[{"id":"https://openalex.org/I1299457549","display_name":"Civil Aviation Administration of China","ror":"https://ror.org/05gfwht30","country_code":"CN","type":"government","lineage":["https://openalex.org/I1299457549","https://openalex.org/I4210127216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunhai Lan","raw_affiliation_strings":["R&D Center, Network Center of the Central Southern Air Traffic Control Bureau of Civil Aviation , No. 1633 Beitai Road, Guangzhou, Guangdong, 510405,","R&D Center, Network Center of the Central Southern Air Traffic Control Bureau of Civil Aviation , No. 1633 Beitai Road, Guangzhou, Guangdong, 510405, China"],"raw_orcid":"https://orcid.org/0009-0003-3127-2922","affiliations":[{"raw_affiliation_string":"R&D Center, Network Center of the Central Southern Air Traffic Control Bureau of Civil Aviation , No. 1633 Beitai Road, Guangzhou, Guangdong, 510405,","institution_ids":["https://openalex.org/I1299457549"]},{"raw_affiliation_string":"R&D Center, Network Center of the Central Southern Air Traffic Control Bureau of Civil Aviation , No. 1633 Beitai Road, Guangzhou, Guangdong, 510405, China","institution_ids":["https://openalex.org/I1299457549"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002860570","display_name":"Qinghua Li","orcid":"https://orcid.org/0009-0008-8697-9059"},"institutions":[{"id":"https://openalex.org/I2800372957","display_name":"China Electronics Technology Group Corporation","ror":"https://ror.org/0098hst83","country_code":"CN","type":"company","lineage":["https://openalex.org/I2800372957"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qinghua Li","raw_affiliation_strings":["Department of Integration, The 30th Research Institute of China Electronics Technology Group Corporation , No. 8 Chuangye Road, Chengdu, Sichuan 610036,","Department of Integration, The 30th Research Institute of China Electronics Technology Group Corporation , No. 8 Chuangye Road, Chengdu, Sichuan 610036, China"],"raw_orcid":"https://orcid.org/0009-0008-8697-9059","affiliations":[{"raw_affiliation_string":"Department of Integration, The 30th Research Institute of China Electronics Technology Group Corporation , No. 8 Chuangye Road, Chengdu, Sichuan 610036,","institution_ids":["https://openalex.org/I2800372957"]},{"raw_affiliation_string":"Department of Integration, The 30th Research Institute of China Electronics Technology Group Corporation , No. 8 Chuangye Road, Chengdu, Sichuan 610036, China","institution_ids":["https://openalex.org/I2800372957"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5025793029"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":{"value":2635,"currency":"GBP","value_usd":3232},"apc_paid":null,"fwci":1.4204,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.82873796,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"68","issue":"1","first_page":"13","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9991000294685364,"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":0.9991000294685364,"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/T12391","display_name":"Artificial Immune Systems Applications","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9797000288963318,"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/intrusion-detection-system","display_name":"Intrusion detection system","score":0.7888692617416382},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.7800267934799194},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7516981363296509},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.6782903075218201},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5749117732048035},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4536265432834625},{"id":"https://openalex.org/keywords/intrusion","display_name":"Intrusion","score":0.44576066732406616},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40728023648262024},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40076449513435364},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3814076781272888},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.10780411958694458}],"concepts":[{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.7888692617416382},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7800267934799194},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7516981363296509},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.6782903075218201},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5749117732048035},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4536265432834625},{"id":"https://openalex.org/C158251709","wikidata":"https://www.wikidata.org/wiki/Q354025","display_name":"Intrusion","level":2,"score":0.44576066732406616},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40728023648262024},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40076449513435364},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3814076781272888},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.10780411958694458},{"id":"https://openalex.org/C17409809","wikidata":"https://www.wikidata.org/wiki/Q161764","display_name":"Geochemistry","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1093/comjnl/bxae088","is_oa":false,"landing_page_url":"https://doi.org/10.1093/comjnl/bxae088","pdf_url":null,"source":{"id":"https://openalex.org/S44643521","display_name":"The Computer Journal","issn_l":"0010-4620","issn":["0010-4620","1460-2067"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Computer Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1606402766","https://openalex.org/W2100253618","https://openalex.org/W2306115793","https://openalex.org/W2460801964","https://openalex.org/W2609220535","https://openalex.org/W2789654058","https://openalex.org/W2789828921","https://openalex.org/W2794048982","https://openalex.org/W2903452648","https://openalex.org/W2958489519","https://openalex.org/W3001675796","https://openalex.org/W3012109984","https://openalex.org/W3019959491","https://openalex.org/W3036517673","https://openalex.org/W3090391500","https://openalex.org/W3100933494","https://openalex.org/W3115025749","https://openalex.org/W3137665052","https://openalex.org/W3163903840","https://openalex.org/W3185076117","https://openalex.org/W3195222256","https://openalex.org/W3196495109","https://openalex.org/W3199648933","https://openalex.org/W3210361010","https://openalex.org/W4220823206","https://openalex.org/W4224216588","https://openalex.org/W4226000566","https://openalex.org/W4288046981","https://openalex.org/W4296120239","https://openalex.org/W4308822543","https://openalex.org/W4384525165","https://openalex.org/W6748503732"],"related_works":["https://openalex.org/W2789681586","https://openalex.org/W2794361564","https://openalex.org/W4243392960","https://openalex.org/W3156820950","https://openalex.org/W4232791346","https://openalex.org/W2971069100","https://openalex.org/W2504553392","https://openalex.org/W2133389611","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":{"Abstract":[0],"The":[1,107],"multidimensional":[2],"features":[3,18],"of":[4,78,142],"network":[5],"flows":[6],"are":[7,38,80,100],"the":[8,75,84,104,111,118,130,135,145,151],"main":[9],"data":[10],"source":[11],"for":[12],"intrusion":[13,32],"detection,":[14],"but":[15],"excessively":[16],"low-value":[17],"generate":[19],"accuracy":[20,141],"and":[21,34,61,74,87,91,97,113,148],"efficiency":[22],"challenges.":[23],"Researchers":[24],"have":[25],"used":[26,81],"redundant":[27],"feature":[28,35,50,132],"reduction":[29],"to":[30,40,82,102],"simplify":[31],"detections,":[33],"selection":[36,51,133],"algorithms":[37],"beginning":[39],"be":[41],"widely":[42],"used.":[43],"This":[44],"paper":[45],"presents":[46],"a":[47,57,62,139],"novel":[48],"hybrid":[49],"algorithm,":[52],"CSA-FPA,":[53],"which":[54],"combines":[55],"both":[56],"crow":[58],"search":[59,86,89],"algorithm":[60],"flower":[63],"pollination":[64,73],"algorithm.":[65],"In":[66],"this":[67],"method,":[68,134],"properties":[69],"such":[70,93],"as":[71,94],"local":[72,88],"levy":[76],"flight":[77],"FPA":[79],"balance":[83],"global":[85],"efficiencies,":[90],"parameters":[92],"group":[95],"distance":[96],"probability":[98],"thresholds":[99],"introduced":[101],"customize":[103],"model\u2019s":[105],"appearance.":[106],"simulation":[108],"results":[109],"on":[110,144,150],"UNSW-NB15":[112,152],"CIC-IDS2017":[114,146],"datasets":[115],"show":[116],"that":[117],"proposed":[119,131],"CSA-FPA":[120],"method":[121],"achieves":[122],"better":[123],"detection":[124,140],"accuracies":[125],"than":[126],"previous":[127],"algorithms.":[128],"Using":[129],"AdaBoost":[136],"classifier":[137],"achieved":[138],"99.14%":[143],"dataset":[147],"97.98%":[149],"dataset.":[153]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3}],"updated_date":"2026-06-23T06:36:01.041984","created_date":"2025-10-10T00:00:00"}
