{"id":"https://openalex.org/W1648270696","doi":"https://doi.org/10.1109/icitcs.2015.7292933","title":"A Statistical Rule Learning Approach to Network Intrusion Detection","display_name":"A Statistical Rule Learning Approach to Network Intrusion Detection","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W1648270696","doi":"https://doi.org/10.1109/icitcs.2015.7292933","mag":"1648270696"},"language":"en","primary_location":{"id":"doi:10.1109/icitcs.2015.7292933","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icitcs.2015.7292933","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 5th International Conference on IT Convergence and Security (ICITCS)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ro.ecu.edu.au/ecuworkspost2013/1079","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032136013","display_name":"Samaneh Rastegari","orcid":null},"institutions":[{"id":"https://openalex.org/I12079687","display_name":"Edith Cowan University","ror":"https://ror.org/05jhnwe22","country_code":"AU","type":"education","lineage":["https://openalex.org/I12079687"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Samaneh Rastegari","raw_affiliation_strings":["School of Computer and Security Science, Edith Cowan University, WA, Australia","[School of Computer and Security Science, Edith Cowan University, Perth, WA, Australia]"],"affiliations":[{"raw_affiliation_string":"School of Computer and Security Science, Edith Cowan University, WA, Australia","institution_ids":["https://openalex.org/I12079687"]},{"raw_affiliation_string":"[School of Computer and Security Science, Edith Cowan University, Perth, WA, Australia]","institution_ids":["https://openalex.org/I12079687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008140705","display_name":"Chiou\u2010Peng Lam","orcid":null},"institutions":[{"id":"https://openalex.org/I12079687","display_name":"Edith Cowan University","ror":"https://ror.org/05jhnwe22","country_code":"AU","type":"education","lineage":["https://openalex.org/I12079687"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Chiou-Peng Lam","raw_affiliation_strings":["School of Computer and Security Science, Edith Cowan University, WA, Australia","[School of Computer and Security Science, Edith Cowan University, Perth, WA, Australia]"],"affiliations":[{"raw_affiliation_string":"School of Computer and Security Science, Edith Cowan University, WA, Australia","institution_ids":["https://openalex.org/I12079687"]},{"raw_affiliation_string":"[School of Computer and Security Science, Edith Cowan University, Perth, WA, Australia]","institution_ids":["https://openalex.org/I12079687"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110209514","display_name":"Philip Hingston","orcid":null},"institutions":[{"id":"https://openalex.org/I12079687","display_name":"Edith Cowan University","ror":"https://ror.org/05jhnwe22","country_code":"AU","type":"education","lineage":["https://openalex.org/I12079687"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Philip Hingston","raw_affiliation_strings":["School of Computer and Security Science, Edith Cowan University, WA, Australia","[School of Computer and Security Science, Edith Cowan University, Perth, WA, Australia]"],"affiliations":[{"raw_affiliation_string":"School of Computer and Security Science, Edith Cowan University, WA, Australia","institution_ids":["https://openalex.org/I12079687"]},{"raw_affiliation_string":"[School of Computer and Security Science, Edith Cowan University, Perth, WA, Australia]","institution_ids":["https://openalex.org/I12079687"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5032136013"],"corresponding_institution_ids":["https://openalex.org/I12079687"],"apc_list":null,"apc_paid":null,"fwci":0.9985,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.78694355,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9962999820709229,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9796000123023987,"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/computer-science","display_name":"Computer science","score":0.8313448429107666},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.8021324872970581},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5587192177772522},{"id":"https://openalex.org/keywords/network-security","display_name":"Network security","score":0.5473901033401489},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.536514937877655},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5181766748428345},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5054044723510742},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.49609121680259705},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2137393355369568}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8313448429107666},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.8021324872970581},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5587192177772522},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.5473901033401489},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.536514937877655},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5181766748428345},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5054044723510742},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.49609121680259705},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2137393355369568},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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":2,"locations":[{"id":"doi:10.1109/icitcs.2015.7292933","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icitcs.2015.7292933","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 5th International Conference on IT Convergence and Security (ICITCS)","raw_type":"proceedings-article"},{"id":"pmh:oai:ro.ecu.edu.au:ecuworkspost2013-2080","is_oa":true,"landing_page_url":"https://ro.ecu.edu.au/ecuworkspost2013/1079","pdf_url":null,"source":{"id":"https://openalex.org/S2765015692","display_name":"Australasian Journal of Paramedicine","issn_l":"2202-7270","issn":["2202-7270"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Research outputs 2014 to 2021","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:ro.ecu.edu.au:ecuworkspost2013-2080","is_oa":true,"landing_page_url":"https://ro.ecu.edu.au/ecuworkspost2013/1079","pdf_url":null,"source":{"id":"https://openalex.org/S2765015692","display_name":"Australasian Journal of Paramedicine","issn_l":"2202-7270","issn":["2202-7270"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Research outputs 2014 to 2021","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1495172800","https://openalex.org/W1543320899","https://openalex.org/W1587157779","https://openalex.org/W1670263352","https://openalex.org/W1800991598","https://openalex.org/W1873332500","https://openalex.org/W1965729654","https://openalex.org/W1971711496","https://openalex.org/W1972783868","https://openalex.org/W1985987493","https://openalex.org/W2024550571","https://openalex.org/W2031779012","https://openalex.org/W2060582052","https://openalex.org/W2098888151","https://openalex.org/W2099940443","https://openalex.org/W2119227347","https://openalex.org/W2125055259","https://openalex.org/W2146189323","https://openalex.org/W2146713522","https://openalex.org/W2147265277","https://openalex.org/W2148863253","https://openalex.org/W2155915275","https://openalex.org/W2158673492","https://openalex.org/W2978725006","https://openalex.org/W2992576352","https://openalex.org/W3189926200","https://openalex.org/W4236122429","https://openalex.org/W4285719527","https://openalex.org/W6632659584","https://openalex.org/W6639175750","https://openalex.org/W6643377441","https://openalex.org/W6683222588"],"related_works":["https://openalex.org/W2061466315","https://openalex.org/W2376886931","https://openalex.org/W2010561419","https://openalex.org/W2374845301","https://openalex.org/W2351448539","https://openalex.org/W1977863481","https://openalex.org/W2384741105","https://openalex.org/W1495178644","https://openalex.org/W2185594426","https://openalex.org/W2377372927"],"abstract_inverted_index":{"With":[0],"the":[1,8,10,37,74,99],"enormous":[2],"growth":[3],"of":[4,61,115,122],"users":[5],"reliance":[6],"on":[7],"Internet,":[9],"need":[11],"for":[12,82,86,98,112],"secure":[13],"and":[14,56,91,130],"reliable":[15],"computer":[16],"networks":[17],"also":[18],"increases.":[19],"A":[20],"good":[21],"security":[22,34],"mechanism":[23],"requires":[24],"an":[25,89,109],"Intrusion":[26],"Detection":[27],"System":[28],"(IDS)":[29],"in":[30,51,152],"order":[31],"to":[32,45,47,76,126,131,154],"monitor":[33],"breaches":[35],"when":[36],"prevention":[38],"schemes":[39],"are":[40,124],"circumvented.":[41],"To":[42],"be":[43],"able":[44],"react":[46],"different":[48],"network":[49,116],"attacks":[50],"changing":[52],"environments,":[53],"a":[54,67,77,102],"generic":[55],"flexible":[57],"detection":[58,150],"system":[59],"is":[60,95,118],"paramount":[62],"importance.":[63],"This":[64],"paper":[65],"presents":[66],"method":[68],"that":[69,107,141],"uses":[70],"statistical":[71,113],"features":[72,85,114],"as":[73],"input":[75],"rule":[78,104],"learning":[79,105,136],"technique.":[80],"First,":[81],"extracting":[83],"suitable":[84],"intrusion":[87],"detection,":[88],"entropy":[90],"volume-":[92],"based":[93],"approach":[94,144],"introduced.":[96],"Then,":[97],"classification":[100],"task,":[101],"genetic-based":[103],"technique":[106,129],"utilises":[108],"interval-based":[110],"representation":[111],"traffic":[117],"proposed.":[119],"Two":[120],"sources":[121],"data":[123],"used":[125],"evaluate":[127],"this":[128],"compare":[132],"against":[133],"other":[134,155],"machine":[135],"techniques.":[137],"The":[138],"results":[139],"show":[140],"our":[142],"proposed":[143],"provides":[145],"simple":[146],"rulesets":[147],"with":[148],"competitive":[149],"performance":[151],"comparison":[153],"algorithms.":[156]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
