{"id":"https://openalex.org/W4410601012","doi":"https://doi.org/10.1145/3736761","title":"Performance Enhancement of Intrusion Detection System in Cloud by Using Boruta Algorithm","display_name":"Performance Enhancement of Intrusion Detection System in Cloud by Using Boruta Algorithm","publication_year":2025,"publication_date":"2025-05-22","ids":{"openalex":"https://openalex.org/W4410601012","doi":"https://doi.org/10.1145/3736761"},"language":"en","primary_location":{"id":"doi:10.1145/3736761","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3736761","pdf_url":null,"source":{"id":"https://openalex.org/S4210174050","display_name":"ACM Transactions on Privacy and Security","issn_l":"2471-2566","issn":["2471-2566","2471-2574"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Privacy and Security","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/A5011411408","display_name":"Oumaima Lifandali","orcid":"https://orcid.org/0009-0008-6418-305X"},"institutions":[{"id":"https://openalex.org/I99297268","display_name":"University of Hassan II Casablanca","ror":"https://ror.org/001q4kn48","country_code":"MA","type":"education","lineage":["https://openalex.org/I99297268"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Oumaima Lifandali","raw_affiliation_strings":["Faculty of Sciences Ain Chock, Hassan II University of Casablanca","Faculty of Sciences Ain Chock, Hassan II University of Casablanca,  Casablanca, Morocco"],"affiliations":[{"raw_affiliation_string":"Faculty of Sciences Ain Chock, Hassan II University of Casablanca","institution_ids":["https://openalex.org/I99297268"]},{"raw_affiliation_string":"Faculty of Sciences Ain Chock, Hassan II University of Casablanca,  Casablanca, Morocco","institution_ids":["https://openalex.org/I99297268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040097612","display_name":"Zouhair Chiba","orcid":"https://orcid.org/0000-0002-6200-0087"},"institutions":[{"id":"https://openalex.org/I99297268","display_name":"University of Hassan II Casablanca","ror":"https://ror.org/001q4kn48","country_code":"MA","type":"education","lineage":["https://openalex.org/I99297268"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Zouhair Chiba","raw_affiliation_strings":["Faculty of Sciences Ain Chock, Hassan II University of Casablanca","Faculty of Sciences Ain Chock, Hassan II University of Casablanca,  Casablanca, Morocco"],"affiliations":[{"raw_affiliation_string":"Faculty of Sciences Ain Chock, Hassan II University of Casablanca","institution_ids":["https://openalex.org/I99297268"]},{"raw_affiliation_string":"Faculty of Sciences Ain Chock, Hassan II University of Casablanca,  Casablanca, Morocco","institution_ids":["https://openalex.org/I99297268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032038935","display_name":"Noreddine Abghour","orcid":"https://orcid.org/0000-0002-8429-6712"},"institutions":[{"id":"https://openalex.org/I99297268","display_name":"University of Hassan II Casablanca","ror":"https://ror.org/001q4kn48","country_code":"MA","type":"education","lineage":["https://openalex.org/I99297268"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Noreddine Abghour","raw_affiliation_strings":["Faculty of Sciences Ain Chock, Hassan II University of Casablanca","Faculty of Sciences Ain Chock, Hassan II University of Casablanca,  Casablanca, Morocco"],"affiliations":[{"raw_affiliation_string":"Faculty of Sciences Ain Chock, Hassan II University of Casablanca","institution_ids":["https://openalex.org/I99297268"]},{"raw_affiliation_string":"Faculty of Sciences Ain Chock, Hassan II University of Casablanca,  Casablanca, Morocco","institution_ids":["https://openalex.org/I99297268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010907886","display_name":"Khalid Moussaid","orcid":"https://orcid.org/0000-0002-7542-9640"},"institutions":[{"id":"https://openalex.org/I99297268","display_name":"University of Hassan II Casablanca","ror":"https://ror.org/001q4kn48","country_code":"MA","type":"education","lineage":["https://openalex.org/I99297268"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Khalid Moussaid","raw_affiliation_strings":["Faculty of Sciences Ain Chock, Hassan II University of Casablanca","Faculty of Sciences Ain Chock, Hassan II University of Casablanca,  Casablanca, Morocco"],"affiliations":[{"raw_affiliation_string":"Faculty of Sciences Ain Chock, Hassan II University of Casablanca","institution_ids":["https://openalex.org/I99297268"]},{"raw_affiliation_string":"Faculty of Sciences Ain Chock, Hassan II University of Casablanca,  Casablanca, Morocco","institution_ids":["https://openalex.org/I99297268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000567406","display_name":"Mounia Miyara","orcid":"https://orcid.org/0000-0001-7908-1701"},"institutions":[{"id":"https://openalex.org/I99297268","display_name":"University of Hassan II Casablanca","ror":"https://ror.org/001q4kn48","country_code":"MA","type":"education","lineage":["https://openalex.org/I99297268"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mounia Miyara","raw_affiliation_strings":["Faculty of Sciences Ain Chock, Hassan II University of Casablanca","Faculty of Sciences Ain Chock, Hassan II University of Casablanca,  Casablanca, Morocco"],"affiliations":[{"raw_affiliation_string":"Faculty of Sciences Ain Chock, Hassan II University of Casablanca","institution_ids":["https://openalex.org/I99297268"]},{"raw_affiliation_string":"Faculty of Sciences Ain Chock, Hassan II University of Casablanca,  Casablanca, Morocco","institution_ids":["https://openalex.org/I99297268"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001539360","display_name":"Abdellah Ouaguid","orcid":"https://orcid.org/0000-0002-0914-8090"},"institutions":[{"id":"https://openalex.org/I4210121980","display_name":"\u00c9cole Normale Sup\u00e9rieure de l'Enseignement Technique de Mohammedia","ror":"https://ror.org/035pp4j25","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210121980"]},{"id":"https://openalex.org/I4210164065","display_name":"Universit\u00e9 Hassan II Mohammedia","ror":"https://ror.org/058gnfy87","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210164065"]},{"id":"https://openalex.org/I99297268","display_name":"University of Hassan II Casablanca","ror":"https://ror.org/001q4kn48","country_code":"MA","type":"education","lineage":["https://openalex.org/I99297268"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Abdellah Ouaguid","raw_affiliation_strings":["2IACS Laboratory, ENSET of Mohammedia, Hassan II University of Casablanca","2IACS Laboratory, ENSET of Mohammedia, Hassan II University of Casablanca, Mohammedia, Morocco"],"affiliations":[{"raw_affiliation_string":"2IACS Laboratory, ENSET of Mohammedia, Hassan II University of Casablanca","institution_ids":["https://openalex.org/I4210164065","https://openalex.org/I99297268"]},{"raw_affiliation_string":"2IACS Laboratory, ENSET of Mohammedia, Hassan II University of Casablanca, Mohammedia, Morocco","institution_ids":["https://openalex.org/I4210164065","https://openalex.org/I4210121980"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5011411408"],"corresponding_institution_ids":["https://openalex.org/I99297268"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1150537,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"28","issue":"3","first_page":"1","last_page":"33"},"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":0.9986000061035156,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9785000085830688,"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/intrusion-detection-system","display_name":"Intrusion detection system","score":0.7006593942642212},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6463196277618408},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5576392412185669},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.47914212942123413},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45641759037971497},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.0816250741481781}],"concepts":[{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.7006593942642212},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6463196277618408},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5576392412185669},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47914212942123413},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45641759037971497},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0816250741481781}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3736761","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3736761","pdf_url":null,"source":{"id":"https://openalex.org/S4210174050","display_name":"ACM Transactions on Privacy and Security","issn_l":"2471-2566","issn":["2471-2566","2471-2574"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Privacy and Security","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":39,"referenced_works":["https://openalex.org/W1700449338","https://openalex.org/W2065604783","https://openalex.org/W2136132422","https://openalex.org/W2156665896","https://openalex.org/W2296719434","https://openalex.org/W2321367626","https://openalex.org/W2368566748","https://openalex.org/W2789828921","https://openalex.org/W2891833507","https://openalex.org/W2968015832","https://openalex.org/W2971986980","https://openalex.org/W2975945901","https://openalex.org/W2982682021","https://openalex.org/W2990352665","https://openalex.org/W3006578308","https://openalex.org/W3043530913","https://openalex.org/W3099847344","https://openalex.org/W3112696791","https://openalex.org/W3118220620","https://openalex.org/W3130073227","https://openalex.org/W3161501844","https://openalex.org/W3177447488","https://openalex.org/W4220957574","https://openalex.org/W4229046377","https://openalex.org/W4283574216","https://openalex.org/W4288740978","https://openalex.org/W4289913113","https://openalex.org/W4308902525","https://openalex.org/W4312557231","https://openalex.org/W4319297551","https://openalex.org/W4327736930","https://openalex.org/W4386810009","https://openalex.org/W4388409129","https://openalex.org/W4390511527","https://openalex.org/W4391755100","https://openalex.org/W4392193122","https://openalex.org/W4397009061","https://openalex.org/W4399214462","https://openalex.org/W4401512567"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W4244478748","https://openalex.org/W3150465815","https://openalex.org/W2364419519","https://openalex.org/W2360767377","https://openalex.org/W2017948608","https://openalex.org/W2360951146"],"abstract_inverted_index":{"Presently,":[0],"cloud":[1,35,64,85,106],"computing":[2,36],"stands":[3],"as":[4],"a":[5,38,109,150,162],"dependable":[6],"choice":[7],"for":[8,53,102,190],"enterprises":[9],"seeking":[10],"contemporary,":[11],"adaptable":[12],"IT":[13],"solutions":[14],"capable":[15],"of":[16,20,28,60,80,111,118,127,152,164,180],"managing":[17],"vast":[18],"volumes":[19],"business":[21],"data.":[22],"Its":[23],"adoption":[24],"holds":[25],"the":[26,58,95,116,120,124,131,134,157,170,177],"promise":[27],"enhancing":[29,184],"operational":[30],"efficiency":[31],"and":[32,40,77,161],"productivity.":[33],"However,":[34],"remains":[37],"dynamic":[39],"evolving":[41],"technology":[42],"landscape,":[43],"fraught":[44],"with":[45,144,154,166],"inherent":[46],"security":[47],"challenges.":[48],"Malevolent":[49],"actors":[50],"perpetually":[51],"scour":[52],"novel":[54],"methodologies":[55],"to":[56],"compromise":[57],"integrity":[59],"data":[61,68],"hosted":[62],"within":[63,105],"environments.":[65],"For":[66],"instance,":[67],"theft,":[69],"achieved":[70],"through":[71],"downloading":[72],"or":[73],"encrypting":[74],"sensitive":[75],"information,":[76],"Distributed":[78],"Denial":[79],"Service":[81],"(DDoS)":[82],"assaults":[83],"targeting":[84],"infrastructures,":[86],"pose":[87],"persistent":[88],"threats.":[89],"To":[90,114],"address":[91],"these":[92],"pressing":[93],"concerns,":[94],"solution":[96],"outlined":[97],"in":[98,183,194],"this":[99],"article":[100],"advocates":[101],"intrusion":[103,195],"detection":[104,185,196],"environments":[107],"employing":[108],"plethora":[110],"classification":[112],"algorithms.":[113],"ensure":[115],"precision":[117,163],"outcomes,":[119],"proposed":[121],"approach":[122],"incorporates":[123],"meticulous":[125],"selection":[126,182],"pertinent":[128],"attributes":[129],"from":[130],"dataset,":[132],"leveraging":[133],"Boruta":[135,143],"algorithm.":[136],"Our":[137],"research":[138],"has":[139],"demonstrated":[140],"that":[141],"combining":[142],"classifiers":[145],"yields":[146],"impressive":[147],"results,":[148],"achieving":[149,191],"recall":[151],"100%":[153,165],"KNN":[155],"on":[156,169],"CICIDS":[158],"2017":[159],"dataset":[160],"Naive":[167],"Bayes":[168],"CICDDOS":[171],"2019":[172],"dataset.":[173],"These":[174],"results":[175,193],"underscore":[176],"significant":[178],"role":[179],"feature":[181],"performance,":[186],"affirming":[187],"its":[188],"importance":[189],"optimal":[192],"systems.":[197]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
