{"id":"https://openalex.org/W1970783000","doi":"https://doi.org/10.1109/icmcs.2012.6320275","title":"Statistical analysis of different artificial intelligent techniques applied to Intrusion Detection System","display_name":"Statistical analysis of different artificial intelligent techniques applied to Intrusion Detection System","publication_year":2012,"publication_date":"2012-05-01","ids":{"openalex":"https://openalex.org/W1970783000","doi":"https://doi.org/10.1109/icmcs.2012.6320275","mag":"1970783000"},"language":"en","primary_location":{"id":"doi:10.1109/icmcs.2012.6320275","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmcs.2012.6320275","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 International Conference on Multimedia Computing and Systems","raw_type":"proceedings-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/A5006163032","display_name":"Hind Tribak","orcid":null},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Hind Tribak","raw_affiliation_strings":["1.-Dpt. of Computer Architecture and Computer Technology, University of Granada, Spain"],"affiliations":[{"raw_affiliation_string":"1.-Dpt. of Computer Architecture and Computer Technology, University of Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024772460","display_name":"Blanca L. Delgado\u2010M\u00e1rquez","orcid":"https://orcid.org/0000-0001-5690-5798"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Blanca L. Delgado-Marquez","raw_affiliation_strings":["3.- Dpt International and Spanish Economics Faculty of Economics Business","Department International andSpanish Economics Faculty of Economics and Business, University of Granada, Spain"],"affiliations":[{"raw_affiliation_string":"3.- Dpt International and Spanish Economics Faculty of Economics Business","institution_ids":[]},{"raw_affiliation_string":"Department International andSpanish Economics Faculty of Economics and Business, University of Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091911069","display_name":"Pablo Fern\u00e1ndez Rojas","orcid":"https://orcid.org/0009-0004-8017-9422"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"P. Rojas","raw_affiliation_strings":["4.-ETSICCP University of Granada, Spain"],"affiliations":[{"raw_affiliation_string":"4.-ETSICCP University of Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058407177","display_name":"Olga Valenzuela","orcid":"https://orcid.org/0000-0001-6034-9392"},"institutions":[{"id":"https://openalex.org/I4210131439","display_name":"Applied Mathematics (United States)","ror":"https://ror.org/03seew607","country_code":"US","type":"company","lineage":["https://openalex.org/I4210131439"]},{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES","US"],"is_corresponding":false,"raw_author_name":"O. Valenzuela","raw_affiliation_strings":["2.-Dpt. of Applied Mathematics","Department of Applied Mathematics, University of Granada, Spain"],"affiliations":[{"raw_affiliation_string":"2.-Dpt. of Applied Mathematics","institution_ids":["https://openalex.org/I4210131439"]},{"raw_affiliation_string":"Department of Applied Mathematics, University of Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039951150","display_name":"H. Pomares","orcid":"https://orcid.org/0000-0002-8528-828X"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"H. Pomares","raw_affiliation_strings":["1.-Dpt. of Computer Architecture and Computer Technology, University of Granada, Spain"],"affiliations":[{"raw_affiliation_string":"1.-Dpt. of Computer Architecture and Computer Technology, University of Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089029287","display_name":"Ignacio Rojas","orcid":"https://orcid.org/0000-0002-1033-5635"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"I. Rojas","raw_affiliation_strings":["1.-Dpt. of Computer Architecture and Computer Technology, University of Granada, Spain"],"affiliations":[{"raw_affiliation_string":"1.-Dpt. of Computer Architecture and Computer Technology, University of Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5006163032"],"corresponding_institution_ids":["https://openalex.org/I173304897"],"apc_list":null,"apc_paid":null,"fwci":1.51613542,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.81533158,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"434","last_page":"440"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9952999949455261,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9927999973297119,"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":0.8939073085784912},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8301047086715698},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.621350884437561},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5994972586631775},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5249174237251282},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5107524394989014},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4769143760204315},{"id":"https://openalex.org/keywords/intrusion","display_name":"Intrusion","score":0.45519909262657166},{"id":"https://openalex.org/keywords/statistical-analysis","display_name":"Statistical analysis","score":0.4459034502506256},{"id":"https://openalex.org/keywords/anomaly-based-intrusion-detection-system","display_name":"Anomaly-based intrusion detection system","score":0.4341318607330322},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.10595187544822693}],"concepts":[{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.8939073085784912},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8301047086715698},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.621350884437561},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5994972586631775},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5249174237251282},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5107524394989014},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4769143760204315},{"id":"https://openalex.org/C158251709","wikidata":"https://www.wikidata.org/wiki/Q354025","display_name":"Intrusion","level":2,"score":0.45519909262657166},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.4459034502506256},{"id":"https://openalex.org/C137524506","wikidata":"https://www.wikidata.org/wiki/Q2247688","display_name":"Anomaly-based intrusion detection system","level":3,"score":0.4341318607330322},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.10595187544822693},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C17409809","wikidata":"https://www.wikidata.org/wiki/Q161764","display_name":"Geochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icmcs.2012.6320275","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmcs.2012.6320275","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 International Conference on Multimedia Computing and Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.699999988079071,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W26711432","https://openalex.org/W28430786","https://openalex.org/W144894236","https://openalex.org/W187357405","https://openalex.org/W1560576340","https://openalex.org/W1581039515","https://openalex.org/W1585743408","https://openalex.org/W1642161394","https://openalex.org/W1678889691","https://openalex.org/W1884606608","https://openalex.org/W1983347928","https://openalex.org/W2028526935","https://openalex.org/W2033626294","https://openalex.org/W2045605149","https://openalex.org/W2094138658","https://openalex.org/W2106559465","https://openalex.org/W2122111042","https://openalex.org/W2125055259","https://openalex.org/W2125838338","https://openalex.org/W2133462743","https://openalex.org/W2134478553","https://openalex.org/W2155925556","https://openalex.org/W2164400088","https://openalex.org/W2168377413","https://openalex.org/W2803279381","https://openalex.org/W2911964244","https://openalex.org/W4239510810","https://openalex.org/W6601051852","https://openalex.org/W6601139506","https://openalex.org/W6605788997","https://openalex.org/W6607623206","https://openalex.org/W6633312587","https://openalex.org/W6635046684","https://openalex.org/W6636895364","https://openalex.org/W6683381688"],"related_works":["https://openalex.org/W2337148208","https://openalex.org/W3004832009","https://openalex.org/W3036013726","https://openalex.org/W1971929717","https://openalex.org/W1724519426","https://openalex.org/W2351051591","https://openalex.org/W2369534771","https://openalex.org/W2357468538","https://openalex.org/W1548126107","https://openalex.org/W2209997499"],"abstract_inverted_index":{"Intrusion":[0],"Detection":[1],"System":[2],"(IDS)":[3],"which":[4],"are":[5,13,74,145],"increasingly":[6],"a":[7,20,115],"key":[8],"part":[9],"of":[10,33,68,126,129,142],"system":[11,44,73,131],"defense":[12],"used":[14,60],"to":[15,45,92],"identify":[16],"abnormal":[17],"activities":[18],"in":[19,36,61,103],"computer":[21,43],"system.":[22],"In":[23,120],"general,":[24],"the":[25,30,42,62,69,77,124,127,137,143],"traditional":[26],"IDS":[27],"relies":[28],"on":[29,38,88],"extensive":[31],"knowledge":[32],"security":[34],"experts,":[35],"particular,":[37],"their":[39,101],"familiarity":[40],"with":[41,76],"be":[46],"protected.":[47],"To":[48],"reduce":[49],"this":[50,121],"dependence,":[51],"various":[52],"data-mining":[53],"and":[54,66,96,99,109,132,135,140],"machine":[55],"learning":[56,86],"techniques":[57],"have":[58],"been":[59],"literature.":[63],"The":[64],"experiments":[65],"evaluations":[67],"proposed":[70],"intrusion":[71,79],"detection":[72,80],"performed":[75],"NSL-KDD":[78,89],"dataset.":[81],"We":[82],"will":[83],"apply":[84],"different":[85,104,130],"algorithms":[87],"data":[90],"set,":[91],"recognize":[93],"between":[94],"normal":[95],"attack":[97],"connections":[98],"compare":[100],"performing":[102],"scenarios-":[105],"discretization,":[106],"features":[107],"selections":[108],"algorithm":[110],"method":[111],"for":[112],"classification-":[113],"using":[114],"powerful":[116],"statistical":[117],"analysis:":[118],"ANOVA.":[119],"study,":[122],"both":[123],"accuracy":[125],"configuration":[128],"methodologies":[133,144],"used,":[134],"also":[136],"computational":[138],"time":[139],"complexity":[141],"analyzed.":[146]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
