{"id":"https://openalex.org/W2103909875","doi":"https://doi.org/10.1109/fuzzy.2010.5584418","title":"Reducing false positives through fuzzy alert correlation in collaborative intelligent intrusion detection systems — A review","display_name":"Reducing false positives through fuzzy alert correlation in collaborative intelligent intrusion detection systems — A review","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2103909875","doi":"https://doi.org/10.1109/fuzzy.2010.5584418","mag":"2103909875"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2010.5584418","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2010.5584418","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Fuzzy Systems","raw_type":"proceedings-article"},"type":"review","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/A5047415815","display_name":"Huwaida T. Elshoush","orcid":"https://orcid.org/0000-0003-0142-393X"},"institutions":[{"id":"https://openalex.org/I150406212","display_name":"University of Khartoum","ror":"https://ror.org/02jbayz55","country_code":"SD","type":"education","lineage":["https://openalex.org/I150406212"]}],"countries":["SD"],"is_corresponding":true,"raw_author_name":"Huwaida Tagelsir Elshoush","raw_affiliation_strings":["Department of Computer Science, Faculty of Mathematical Sciences, University of Khartoum, Sudan","Department of Computer Science, Faculty of Mathematical Sciences, University of Khartoum, Sudan#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Mathematical Sciences, University of Khartoum, Sudan","institution_ids":["https://openalex.org/I150406212"]},{"raw_affiliation_string":"Department of Computer Science, Faculty of Mathematical Sciences, University of Khartoum, Sudan#TAB#","institution_ids":["https://openalex.org/I150406212"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102143946","display_name":"Izzeldin M. Osman","orcid":null},"institutions":[{"id":"https://openalex.org/I9353105","display_name":"Sudan University of Science and Technology","ror":"https://ror.org/02fwtg066","country_code":"SD","type":"education","lineage":["https://openalex.org/I9353105"]}],"countries":["SD"],"is_corresponding":false,"raw_author_name":"Izzeldin Mohamed Osman","raw_affiliation_strings":["Sudan University of Science and Technology, Khartoum, Sudan","[Sudan University of Science and Technology, Khartoum, Sudan]"],"affiliations":[{"raw_affiliation_string":"Sudan University of Science and Technology, Khartoum, Sudan","institution_ids":["https://openalex.org/I9353105"]},{"raw_affiliation_string":"[Sudan University of Science and Technology, Khartoum, Sudan]","institution_ids":["https://openalex.org/I9353105"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5047415815"],"corresponding_institution_ids":["https://openalex.org/I150406212"],"apc_list":null,"apc_paid":null,"fwci":1.4245,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.83139607,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"28","issue":null,"first_page":"1","last_page":"8"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9991000294685364,"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"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9958000183105469,"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":0.8820908665657043},{"id":"https://openalex.org/keywords/false-positive-paradox","display_name":"False positive paradox","score":0.7524884939193726},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7271867990493774},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.582869291305542},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5599079132080078},{"id":"https://openalex.org/keywords/false-positive-rate","display_name":"False positive rate","score":0.48831436038017273},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45467549562454224},{"id":"https://openalex.org/keywords/intrusion","display_name":"Intrusion","score":0.4222647547721863},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33605650067329407},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33504247665405273}],"concepts":[{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.8820908665657043},{"id":"https://openalex.org/C64869954","wikidata":"https://www.wikidata.org/wiki/Q1859747","display_name":"False positive paradox","level":2,"score":0.7524884939193726},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7271867990493774},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.582869291305542},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5599079132080078},{"id":"https://openalex.org/C95922358","wikidata":"https://www.wikidata.org/wiki/Q5432725","display_name":"False positive rate","level":2,"score":0.48831436038017273},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45467549562454224},{"id":"https://openalex.org/C158251709","wikidata":"https://www.wikidata.org/wiki/Q354025","display_name":"Intrusion","level":2,"score":0.4222647547721863},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33605650067329407},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33504247665405273},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C17409809","wikidata":"https://www.wikidata.org/wiki/Q161764","display_name":"Geochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzzy.2010.5584418","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2010.5584418","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Fuzzy Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1963746220","https://openalex.org/W1981597311","https://openalex.org/W2006862475","https://openalex.org/W2008170713","https://openalex.org/W2013627100","https://openalex.org/W2017380649","https://openalex.org/W2017420094","https://openalex.org/W2040502652","https://openalex.org/W2070813941","https://openalex.org/W2073104631","https://openalex.org/W2080668808","https://openalex.org/W2090638693","https://openalex.org/W2101109743","https://openalex.org/W2103806672","https://openalex.org/W2116698025","https://openalex.org/W2121686811","https://openalex.org/W2138281415","https://openalex.org/W2139669429","https://openalex.org/W2142889610","https://openalex.org/W2143692712","https://openalex.org/W2614505876","https://openalex.org/W6654668197","https://openalex.org/W6668545212","https://openalex.org/W6680008607","https://openalex.org/W6737606255"],"related_works":["https://openalex.org/W4214835788","https://openalex.org/W4206552806","https://openalex.org/W2891652452","https://openalex.org/W101962219","https://openalex.org/W2066371588","https://openalex.org/W2133389611","https://openalex.org/W3119537175","https://openalex.org/W2027184711","https://openalex.org/W4282824511","https://openalex.org/W2810356275"],"abstract_inverted_index":{"As":[0],"complete":[1],"prevention":[2],"of":[3,60,97,103,122],"computer":[4,25],"attacks":[5],"is":[6,44,52,65],"not":[7],"possible,":[8],"intrusion":[9,30,40,76],"detection":[10,31,41,63,77,128],"systems":[11,78],"(IDS)":[12],"play":[13],"a":[14],"very":[15],"important":[16],"role":[17],"in":[18,73],"minimizing":[19],"the":[20,58,101,104,106,120,127,133],"damage":[21],"caused":[22],"by":[23],"different":[24],"attacks.":[26],"There":[27],"are":[28,81],"two":[29,70],"methods:":[32],"namely":[33],"misuse-":[34],"and":[35,83,87,111],"anomaly-based.":[36],"A":[37],"collaborative":[38,75],"intelligent":[39],"system":[42],"(CIIDS)":[43],"proposed":[45],"to":[46,115,118,141],"include":[47],"both":[48],"methods,":[49],"since":[50],"it":[51],"concluded":[53],"from":[54],"recent":[55],"research":[56,80],"that":[57],"performance":[59],"an":[61,138],"individual":[62],"engine":[64],"rarely":[66],"satisfactory.":[67],"In":[68,131],"particular,":[69],"main":[71],"challenges":[72],"current":[74],"(CIDSs)":[79],"highlighted":[82],"reviewed:":[84],"CIDS":[85],"architectures":[86],"alert":[88],"correlation":[89,96],"algorithms.":[90],"The":[91],"focus":[92],"will":[93],"be":[94,116],"on":[95],"CIIDS":[98],"alerts.":[99],"At":[100],"end":[102],"review,":[105],"paper":[107,134],"suggests":[108],"fuzzy":[109],"logic":[110],"other":[112],"AI":[113],"techniques":[114],"exploited":[117],"reduce":[119],"rate":[121,129],"false":[123],"alarms":[124],"while":[125],"keeping":[126],"high.":[130],"conclusion,":[132],"highlights":[135],"opportunities":[136],"for":[137],"integrated":[139],"solution":[140],"large-scale":[142],"CIIDS.":[143]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}