{"id":"https://openalex.org/W3121358726","doi":"https://doi.org/10.1109/icecocs50124.2020.9314619","title":"Fuzzy \u2113<sub>2,p</sub>-norm based PCA for Intrusion Detection System","display_name":"Fuzzy \u2113<sub>2,p</sub>-norm based PCA for Intrusion Detection System","publication_year":2020,"publication_date":"2020-12-02","ids":{"openalex":"https://openalex.org/W3121358726","doi":"https://doi.org/10.1109/icecocs50124.2020.9314619","mag":"3121358726"},"language":"en","primary_location":{"id":"doi:10.1109/icecocs50124.2020.9314619","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecocs50124.2020.9314619","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 2nd International Conference on Electronics, Control, Optimization and Computer Science (ICECOCS)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5007374873","display_name":"Amal Hadri","orcid":null},"institutions":[{"id":"https://openalex.org/I3121676899","display_name":"Universit\u00e9 Ibn-Tofail","ror":"https://ror.org/02wj89n04","country_code":"MA","type":"education","lineage":["https://openalex.org/I3121676899"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Amal HADRI","raw_affiliation_strings":["LASTID Laboratory Faculty of Science, Ibn tofail University, Kenitra, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LASTID Laboratory Faculty of Science, Ibn tofail University, Kenitra, Morocco","institution_ids":["https://openalex.org/I3121676899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075132083","display_name":"Khalid Chougdali","orcid":"https://orcid.org/0000-0002-1072-0461"},"institutions":[{"id":"https://openalex.org/I4210093720","display_name":"National School of Architecture","ror":"https://ror.org/00n7n3773","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210093720"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Khalid CHOUGDALI","raw_affiliation_strings":["GREST Research Group, National School of Applied Sciences (ENSA), Kenitra, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GREST Research Group, National School of Applied Sciences (ENSA), Kenitra, Morocco","institution_ids":["https://openalex.org/I4210093720"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041616251","display_name":"Raja Touahni","orcid":"https://orcid.org/0000-0002-7417-9168"},"institutions":[{"id":"https://openalex.org/I3121676899","display_name":"Universit\u00e9 Ibn-Tofail","ror":"https://ror.org/02wj89n04","country_code":"MA","type":"education","lineage":["https://openalex.org/I3121676899"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Raja TOUAHNI","raw_affiliation_strings":["LASTID Laboratory Faculty of Science, Ibn tofail University, Kenitra, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LASTID Laboratory Faculty of Science, Ibn tofail University, Kenitra, Morocco","institution_ids":["https://openalex.org/I3121676899"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":null,"first_page":"1","last_page":"6"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9961000084877014,"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/T12326","display_name":"Network Packet Processing and Optimization","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/principal-component-analysis","display_name":"Principal component analysis","score":0.6982524991035461},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5788587927818298},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.5582872629165649},{"id":"https://openalex.org/keywords/norm","display_name":"Norm (philosophy)","score":0.4652389585971832},{"id":"https://openalex.org/keywords/principal","display_name":"Principal (computer security)","score":0.4127342700958252},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4118184745311737},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4063575863838196},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1956058144569397},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.08221343159675598}],"concepts":[{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.6982524991035461},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5788587927818298},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.5582872629165649},{"id":"https://openalex.org/C191795146","wikidata":"https://www.wikidata.org/wiki/Q3878446","display_name":"Norm (philosophy)","level":2,"score":0.4652389585971832},{"id":"https://openalex.org/C144559511","wikidata":"https://www.wikidata.org/wiki/Q2986279","display_name":"Principal (computer security)","level":2,"score":0.4127342700958252},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4118184745311737},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4063575863838196},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1956058144569397},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.08221343159675598},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icecocs50124.2020.9314619","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecocs50124.2020.9314619","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 2nd International Conference on Electronics, Control, Optimization and Computer Science (ICECOCS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7099999785423279}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W187043655","https://openalex.org/W1980960407","https://openalex.org/W2034400748","https://openalex.org/W2099940443","https://openalex.org/W2124449497","https://openalex.org/W2147067398","https://openalex.org/W2150847526","https://openalex.org/W2287408518","https://openalex.org/W2586525912","https://openalex.org/W2769417998","https://openalex.org/W2791058856","https://openalex.org/W2907436586","https://openalex.org/W3030185508","https://openalex.org/W3045603032","https://openalex.org/W3214373139","https://openalex.org/W4366454906","https://openalex.org/W4401913133","https://openalex.org/W6607543680","https://openalex.org/W6696151112","https://openalex.org/W6803782233","https://openalex.org/W6852745194","https://openalex.org/W6870947539"],"related_works":["https://openalex.org/W1975632186","https://openalex.org/W3027745756","https://openalex.org/W3205213561","https://openalex.org/W2531880140","https://openalex.org/W2126145365","https://openalex.org/W2036609560","https://openalex.org/W2364419519","https://openalex.org/W2360767377","https://openalex.org/W2017948608","https://openalex.org/W2360951146"],"abstract_inverted_index":{"Attacks":[0],"can":[1],"be":[2],"considered":[3],"the":[4,9,16,22,40,99,112,125,140,143,153,161,166,174,183],"number":[5],"one":[6],"nightmare":[7],"for":[8],"cyber":[10],"security":[11],"community":[12],"since":[13],"it":[14],"threats":[15],"existence":[17],"of":[18,102,142],"many":[19,63,129],"organizations":[20],"across":[21],"globe.":[23],"Intrusion":[24],"detection":[25,58],"systems":[26],"(IDS)":[27],"are":[28,91],"an":[29],"efficient":[30],"tool":[31],"to":[32,45,56,94,123],"detect":[33],"suspicious":[34],"connections":[35],"in":[36],"a":[37],"network.":[38],"However,":[39],"network":[41],"traffic":[42],"data":[43,126,144],"used":[44],"build":[46],"IDS":[47],"is":[48,145,156,177],"usually":[49],"large":[50],"with":[51],"meaningless":[52],"information,":[53],"which":[54],"leads":[55],"low":[57],"rate.":[59],"To":[60],"address":[61],"that,":[62],"techniques":[64,90],"were":[65],"proposed":[66],"such":[67],"as":[68,147,149],"PCA,":[69],"L":[70],"<sub":[71,76,82,104,115,185],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[72,77,83,105,116,186],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sub>":[73,78],"-PCA,":[74],"R":[75],"-PCA":[79],"and":[80,151,170,180,191],"\u2113":[81,103,114,184],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2,p</sub>":[84,106,117,187],"-norm":[85,107,118,188],"based":[86,189],"PCA.":[87,192],"Nonetheless,":[88],"these":[89],"more":[92,178],"prone":[93],"outliers.":[95],"This":[96],"paper":[97],"present":[98],"fuzzy":[100,113,154],"variant":[101],"principal":[108,119,136],"component":[109,120],"analysis.":[110,162],"Namely,":[111],"analysis":[121],"aims":[122],"outline":[124],"determined":[127],"by":[128],"variants":[130],"or":[131],"various":[132],"features":[133],"into":[134,158],"little":[135],"components,":[137],"so":[138],"that":[139,152,173],"meaning":[141],"damaged":[146],"less":[148],"possible":[150],"group":[155],"taken":[157],"consideration":[159],"during":[160],"Conducted":[163],"experiments":[164],"on":[165],"popular":[167],"datasets":[168],"KDDCup99":[169],"NSLKDD":[171],"demonstrate":[172],"suggested":[175],"technique":[176],"effective":[179],"robust":[181],"than":[182],"PCA":[190]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}