{"id":"https://openalex.org/W2586525912","doi":"https://doi.org/10.1109/acosis.2016.7843930","title":"Intrusion detection system using PCA and Fuzzy PCA techniques","display_name":"Intrusion detection system using PCA and Fuzzy PCA techniques","publication_year":2016,"publication_date":"2016-10-01","ids":{"openalex":"https://openalex.org/W2586525912","doi":"https://doi.org/10.1109/acosis.2016.7843930","mag":"2586525912"},"language":"en","primary_location":{"id":"doi:10.1109/acosis.2016.7843930","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acosis.2016.7843930","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 International Conference on Advanced Communication Systems and Information Security (ACOSIS)","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/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":true,"raw_author_name":"Amal Hadri","raw_affiliation_strings":["LASTID Laboratory Faculty a/Science, IBN tofail University, Kenitra, Morocco"],"affiliations":[{"raw_affiliation_string":"LASTID Laboratory Faculty a/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":[],"countries":[],"is_corresponding":false,"raw_author_name":"Khalid Chougdali","raw_affiliation_strings":["GREST Research Group, National School 0f Applied Sciences (ENSA), Kenitra, Morocco"],"affiliations":[{"raw_affiliation_string":"GREST Research Group, National School 0f Applied Sciences (ENSA), Kenitra, Morocco","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103734122","display_name":"Rajae Touahni","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":"Rajae Touahni","raw_affiliation_strings":["LASTID Laboratory Faculty a/Science, IBN tofail University, Kenitra, Morocco"],"affiliations":[{"raw_affiliation_string":"LASTID Laboratory Faculty a/Science, IBN tofail University, Kenitra, Morocco","institution_ids":["https://openalex.org/I3121676899"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5007374873"],"corresponding_institution_ids":["https://openalex.org/I3121676899"],"apc_list":null,"apc_paid":null,"fwci":1.1581,"has_fulltext":false,"cited_by_count":52,"citation_normalized_percentile":{"value":0.82654091,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"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":0.9961000084877014,"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/T10057","display_name":"Face and Expression Recognition","score":0.9715999960899353,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/denial-of-service-attack","display_name":"Denial-of-service attack","score":0.7668158411979675},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.7455850839614868},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6866869330406189},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6246654391288757},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.591026782989502},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5785599946975708},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5626639723777771},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.5296057462692261},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.5218721628189087},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4722903370857239},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.4543158710002899},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.2172478437423706},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1809547245502472}],"concepts":[{"id":"https://openalex.org/C38822068","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Denial-of-service attack","level":3,"score":0.7668158411979675},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.7455850839614868},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6866869330406189},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6246654391288757},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.591026782989502},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5785599946975708},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5626639723777771},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.5296057462692261},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.5218721628189087},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4722903370857239},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.4543158710002899},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.2172478437423706},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1809547245502472},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acosis.2016.7843930","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acosis.2016.7843930","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 International Conference on Advanced Communication Systems and Information Security (ACOSIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W73262728","https://openalex.org/W285670486","https://openalex.org/W1555148682","https://openalex.org/W1974374047","https://openalex.org/W2034400748","https://openalex.org/W2099940443","https://openalex.org/W2124449497","https://openalex.org/W2135463994","https://openalex.org/W2150847526","https://openalex.org/W3214373139","https://openalex.org/W4285719527","https://openalex.org/W4366454906","https://openalex.org/W6632800746","https://openalex.org/W6633204899","https://openalex.org/W6852745194"],"related_works":["https://openalex.org/W2579148721","https://openalex.org/W4387893611","https://openalex.org/W2347335694","https://openalex.org/W2091056927","https://openalex.org/W2067407580","https://openalex.org/W4317486777","https://openalex.org/W4389669152","https://openalex.org/W2038514069","https://openalex.org/W1967233468","https://openalex.org/W2009181529"],"abstract_inverted_index":{"One":[0],"of":[1,9,18,80,113],"the":[2,7,15,56,61,77],"most":[3,57],"commonly":[4],"problem":[5],"in":[6,73,107],"field":[8],"network":[10,62],"intrusion":[11,27],"detection":[12,28],"system":[13],"is":[14],"tremendous":[16],"number":[17],"redundant":[19],"and":[20,39,47,110],"irrelevant":[21],"information":[22,59],"used":[23,38],"to":[24,32,53,75],"build":[25],"an":[26],"system.":[29],"In":[30],"order":[31,74],"overcome":[33],"this":[34],"problem,":[35],"we":[36,66],"have":[37,67],"compared":[40],"two":[41],"dimensionality":[42],"reduction":[43],"methods":[44],"namely":[45],"PCA":[46,49,103,106],"Fuzzy":[48,102],"which":[50],"allows":[51],"us":[52],"keeping":[54],"just":[55],"relevant":[58],"from":[60],"traffic":[63],"data.":[64],"Then,":[65],"applied":[68],"K":[69],"nearest":[70],"Neighbour":[71],"algorithm":[72],"classify":[76],"test":[78],"samples":[79],"connections":[81],"into":[82],"a":[83],"normal":[84],"or":[85],"attack":[86],"category.":[87],"The":[88,97],"conducted":[89],"experiments":[90],"were":[91],"made":[92],"by":[93],"using":[94],"KDDcup99":[95],"dataset.":[96],"results":[98],"obtained":[99],"reveal":[100],"that":[101],"method":[104],"outperforms":[105],"detecting":[108],"U2R":[109],"DoS":[111],"(Denial":[112],"Service)":[114],"attacks.":[115]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":16},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
