{"id":"https://openalex.org/W3012382091","doi":"https://doi.org/10.1109/access.2020.2981373","title":"A Many Objective-Based Feature Selection Model for Anomaly Detection in Cloud Environment","display_name":"A Many Objective-Based Feature Selection Model for Anomaly Detection in Cloud Environment","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3012382091","doi":"https://doi.org/10.1109/access.2020.2981373","mag":"3012382091"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2981373","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2981373","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09039600.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09039600.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103022585","display_name":"Zhixia Zhang","orcid":"https://orcid.org/0000-0003-0847-3841"},"institutions":[{"id":"https://openalex.org/I46305995","display_name":"Taiyuan University of Science and Technology","ror":"https://ror.org/01wcbdc92","country_code":"CN","type":"education","lineage":["https://openalex.org/I46305995"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhixia Zhang","raw_affiliation_strings":["Complex System and Computational Intelligence Laboratory, Taiyuan University of Science and Technology, Taiyuan, China"],"affiliations":[{"raw_affiliation_string":"Complex System and Computational Intelligence Laboratory, Taiyuan University of Science and Technology, Taiyuan, China","institution_ids":["https://openalex.org/I46305995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091166192","display_name":"Jie Wen","orcid":"https://orcid.org/0000-0002-4959-0692"},"institutions":[{"id":"https://openalex.org/I46305995","display_name":"Taiyuan University of Science and Technology","ror":"https://ror.org/01wcbdc92","country_code":"CN","type":"education","lineage":["https://openalex.org/I46305995"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Wen","raw_affiliation_strings":["Complex System and Computational Intelligence Laboratory, Taiyuan University of Science and Technology, Taiyuan, China"],"affiliations":[{"raw_affiliation_string":"Complex System and Computational Intelligence Laboratory, Taiyuan University of Science and Technology, Taiyuan, China","institution_ids":["https://openalex.org/I46305995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101883999","display_name":"Jiangjiang Zhang","orcid":"https://orcid.org/0000-0003-3308-5656"},"institutions":[{"id":"https://openalex.org/I46305995","display_name":"Taiyuan University of Science and Technology","ror":"https://ror.org/01wcbdc92","country_code":"CN","type":"education","lineage":["https://openalex.org/I46305995"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiangjiang Zhang","raw_affiliation_strings":["Complex System and Computational Intelligence Laboratory, Taiyuan University of Science and Technology, Taiyuan, China"],"affiliations":[{"raw_affiliation_string":"Complex System and Computational Intelligence Laboratory, Taiyuan University of Science and Technology, Taiyuan, China","institution_ids":["https://openalex.org/I46305995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047225155","display_name":"Xingjuan Cai","orcid":"https://orcid.org/0000-0003-1300-779X"},"institutions":[{"id":"https://openalex.org/I46305995","display_name":"Taiyuan University of Science and Technology","ror":"https://ror.org/01wcbdc92","country_code":"CN","type":"education","lineage":["https://openalex.org/I46305995"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingjuan Cai","raw_affiliation_strings":["Complex System and Computational Intelligence Laboratory, Taiyuan University of Science and Technology, Taiyuan, China"],"affiliations":[{"raw_affiliation_string":"Complex System and Computational Intelligence Laboratory, Taiyuan University of Science and Technology, Taiyuan, China","institution_ids":["https://openalex.org/I46305995"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010039524","display_name":"Liping Xie","orcid":"https://orcid.org/0000-0002-0986-9760"},"institutions":[{"id":"https://openalex.org/I46305995","display_name":"Taiyuan University of Science and Technology","ror":"https://ror.org/01wcbdc92","country_code":"CN","type":"education","lineage":["https://openalex.org/I46305995"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liping Xie","raw_affiliation_strings":["Complex System and Computational Intelligence Laboratory, Taiyuan University of Science and Technology, Taiyuan, China"],"affiliations":[{"raw_affiliation_string":"Complex System and Computational Intelligence Laboratory, Taiyuan University of Science and Technology, Taiyuan, China","institution_ids":["https://openalex.org/I46305995"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5103022585"],"corresponding_institution_ids":["https://openalex.org/I46305995"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":4.0086,"has_fulltext":true,"cited_by_count":40,"citation_normalized_percentile":{"value":0.94029675,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"60218","last_page":"60231"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"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":1.0,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9983999729156494,"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/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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7804661393165588},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.7058681845664978},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.7022854089736938},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.623195469379425},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.6206256151199341},{"id":"https://openalex.org/keywords/constant-false-alarm-rate","display_name":"Constant false alarm rate","score":0.5550577044487},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5153133869171143},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.45171454548835754},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4018824100494385},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3942658603191376}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7804661393165588},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7058681845664978},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7022854089736938},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.623195469379425},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.6206256151199341},{"id":"https://openalex.org/C77052588","wikidata":"https://www.wikidata.org/wiki/Q644307","display_name":"Constant false alarm rate","level":2,"score":0.5550577044487},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5153133869171143},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.45171454548835754},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4018824100494385},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3942658603191376},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.2981373","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2981373","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09039600.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d891ba2727e24b6b8e9bc1ff07363335","is_oa":true,"landing_page_url":"https://doaj.org/article/d891ba2727e24b6b8e9bc1ff07363335","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 60218-60231 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2981373","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2981373","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09039600.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5}],"awards":[{"id":"https://openalex.org/G7845301412","display_name":null,"funder_award_id":"201903D121119","funder_id":"https://openalex.org/F4320336035","funder_display_name":"Shanxi Provincial Key Research and Development Project"}],"funders":[{"id":"https://openalex.org/F4320336035","display_name":"Shanxi Provincial Key Research and Development Project","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3012382091.pdf","grobid_xml":"https://content.openalex.org/works/W3012382091.grobid-xml"},"referenced_works_count":77,"referenced_works":["https://openalex.org/W353413754","https://openalex.org/W760913798","https://openalex.org/W1547405148","https://openalex.org/W1582424504","https://openalex.org/W1964111459","https://openalex.org/W1968219458","https://openalex.org/W1971875452","https://openalex.org/W1984576194","https://openalex.org/W1996623555","https://openalex.org/W2015239928","https://openalex.org/W2022485595","https://openalex.org/W2022757681","https://openalex.org/W2031175798","https://openalex.org/W2039424734","https://openalex.org/W2061517920","https://openalex.org/W2067544246","https://openalex.org/W2076384720","https://openalex.org/W2086540457","https://openalex.org/W2102365077","https://openalex.org/W2102831150","https://openalex.org/W2124563017","https://openalex.org/W2126105956","https://openalex.org/W2139731313","https://openalex.org/W2140935196","https://openalex.org/W2143381319","https://openalex.org/W2155883880","https://openalex.org/W2163324595","https://openalex.org/W2169354676","https://openalex.org/W2170354904","https://openalex.org/W2170377904","https://openalex.org/W2197538184","https://openalex.org/W2277561952","https://openalex.org/W2278123559","https://openalex.org/W2312339748","https://openalex.org/W2323316722","https://openalex.org/W2326149522","https://openalex.org/W2349979148","https://openalex.org/W2371859283","https://openalex.org/W2594575977","https://openalex.org/W2611441283","https://openalex.org/W2756488506","https://openalex.org/W2783895855","https://openalex.org/W2791738125","https://openalex.org/W2805312736","https://openalex.org/W2896412072","https://openalex.org/W2901559504","https://openalex.org/W2911419712","https://openalex.org/W2920102261","https://openalex.org/W2920893828","https://openalex.org/W2923563913","https://openalex.org/W2925211503","https://openalex.org/W2946769399","https://openalex.org/W2947240313","https://openalex.org/W2947978993","https://openalex.org/W2949041519","https://openalex.org/W2959716986","https://openalex.org/W2962214891","https://openalex.org/W2965399647","https://openalex.org/W2968349036","https://openalex.org/W2980194696","https://openalex.org/W2981073616","https://openalex.org/W2981285540","https://openalex.org/W2987183592","https://openalex.org/W2999593349","https://openalex.org/W2999851651","https://openalex.org/W3000455992","https://openalex.org/W3192948196","https://openalex.org/W3214373139","https://openalex.org/W4235254896","https://openalex.org/W4238439663","https://openalex.org/W4242317375","https://openalex.org/W4243064100","https://openalex.org/W4243863810","https://openalex.org/W4252309941","https://openalex.org/W6680859794","https://openalex.org/W6772819234","https://openalex.org/W6803782233"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W4389340727","https://openalex.org/W4205786897","https://openalex.org/W3150465815","https://openalex.org/W2802581102","https://openalex.org/W1997222214","https://openalex.org/W2070395303"],"abstract_inverted_index":{"With":[0],"the":[1,8,18,54,72,93,99,115,124,139,143,148,157],"development":[2],"of":[3,10,56,145,150,159],"cloud":[4],"computing":[5],"technology":[6],"(CCT),":[7],"processing":[9,43],"network":[11,30,46,110],"traffic":[12,31],"data":[13,32,42],"becomes":[14],"particularly":[15],"important.":[16],"However,":[17],"existing":[19,125],"intrusion":[20],"detection":[21],"systems":[22],"(IDS)":[23],"are":[24],"not":[25],"efficient":[26],"enough":[27],"in":[28],"analyzing":[29],"for":[33,45,109],"anomaly":[34,47,111],"detection.":[35,48,160],"Therefore,":[36],"this":[37],"paper":[38],"proposes":[39],"a":[40],"new":[41],"model":[44,50],"The":[49,134],"can":[51,141],"simultaneously":[52],"optimize":[53],"number":[55,144],"features":[57,146],"(NF),":[58],"accuracy,":[59],"recall,":[60],"false":[61],"alarm":[62],"rate":[63],"(FAR)":[64],"and":[65,132,153],"precision.":[66],"In":[67,85],"order":[68],"to":[69,91,114],"better":[70],"solve":[71],"model,":[73,86],"an":[74],"integrating":[75],"dominance":[76],"algorithm":[77,128],"(MaOEA-ABC)":[78],"with":[79,123],"adaptive":[80],"selection":[81],"probability":[82],"is":[83,89,107,121],"proposed.":[84],"firstly,":[87],"MaOEA-ABC":[88,120],"used":[90,108],"obtain":[92],"optimal":[94,116],"feature":[95,117],"subset":[96],"by":[97],"optimizing":[98],"above":[100],"five":[101],"objectives.":[102],"Then,":[103],"K-Nearest":[104],"Neighbor":[105],"(KNN)":[106],"classification":[112],"according":[113],"subset.":[118],"Finally,":[119],"compared":[122],"standard":[126],"MaOEAs":[127],"(NSGA-III,":[129],"EFR-RR,":[130],"MaOEA-RD":[131],"PICEAg).":[133],"experimental":[135],"results":[136],"show":[137],"that":[138],"approach":[140],"reduce":[142],"on":[147],"basis":[149],"ensuring":[151],"accuracy":[152],"FAR,":[154],"thereby":[155],"reducing":[156],"cost":[158]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
