{"id":"https://openalex.org/W2016070752","doi":"https://doi.org/10.1145/1167253.1167288","title":"Decision tree classifier for network intrusion detection with GA-based feature selection","display_name":"Decision tree classifier for network intrusion detection with GA-based feature selection","publication_year":2005,"publication_date":"2005-03-18","ids":{"openalex":"https://openalex.org/W2016070752","doi":"https://doi.org/10.1145/1167253.1167288","mag":"2016070752"},"language":"en","primary_location":{"id":"doi:10.1145/1167253.1167288","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1167253.1167288","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 43rd annual Southeast regional conference - Volume 2","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://stars.library.ucf.edu/scopus2000/3159","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103217263","display_name":"Gary S. Stein","orcid":"https://orcid.org/0000-0001-8762-5422"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Gary Stein","raw_affiliation_strings":["University of Central Florida, Orlando, FL","University of Central, Florida, Orlando, FL#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Central Florida, Orlando, FL","institution_ids":["https://openalex.org/I106165777"]},{"raw_affiliation_string":"University of Central, Florida, Orlando, FL#TAB#","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100443103","display_name":"Bing Chen","orcid":"https://orcid.org/0000-0002-2863-5441"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bing Chen","raw_affiliation_strings":["University of Central Florida, Orlando, FL","University of Central, Florida, Orlando, FL#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Central Florida, Orlando, FL","institution_ids":["https://openalex.org/I106165777"]},{"raw_affiliation_string":"University of Central, Florida, Orlando, FL#TAB#","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108362177","display_name":"Annie S. Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Annie S. Wu","raw_affiliation_strings":["University of Central Florida, Orlando, FL","University of Central, Florida, Orlando, FL#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Central Florida, Orlando, FL","institution_ids":["https://openalex.org/I106165777"]},{"raw_affiliation_string":"University of Central, Florida, Orlando, FL#TAB#","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110083332","display_name":"Kien A. Hua","orcid":null},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kien A. Hua","raw_affiliation_strings":["University of Central Florida, Orlando, FL","University of Central, Florida, Orlando, FL#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Central Florida, Orlando, FL","institution_ids":["https://openalex.org/I106165777"]},{"raw_affiliation_string":"University of Central, Florida, Orlando, FL#TAB#","institution_ids":["https://openalex.org/I106165777"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5103217263"],"corresponding_institution_ids":["https://openalex.org/I106165777"],"apc_list":null,"apc_paid":null,"fwci":4.1037,"has_fulltext":false,"cited_by_count":334,"citation_normalized_percentile":{"value":0.94465946,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"136","last_page":"141"},"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":0.9975000023841858,"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":0.9929999709129333,"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/decision-tree","display_name":"Decision tree","score":0.8028151988983154},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7923684120178223},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.7834517955780029},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7157546877861023},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6416839957237244},{"id":"https://openalex.org/keywords/constant-false-alarm-rate","display_name":"Constant false alarm rate","score":0.6243532299995422},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6094689965248108},{"id":"https://openalex.org/keywords/decision-tree-learning","display_name":"Decision tree learning","score":0.5969573259353638},{"id":"https://openalex.org/keywords/incremental-decision-tree","display_name":"Incremental decision tree","score":0.5951839685440063},{"id":"https://openalex.org/keywords/id3-algorithm","display_name":"ID3 algorithm","score":0.5483803749084473},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5437504053115845},{"id":"https://openalex.org/keywords/decision-stump","display_name":"Decision stump","score":0.5199200510978699},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5192951560020447},{"id":"https://openalex.org/keywords/false-alarm","display_name":"False alarm","score":0.4723571240901947},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4621041715145111},{"id":"https://openalex.org/keywords/anomaly-based-intrusion-detection-system","display_name":"Anomaly-based intrusion detection system","score":0.41990742087364197}],"concepts":[{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.8028151988983154},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7923684120178223},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.7834517955780029},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7157546877861023},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6416839957237244},{"id":"https://openalex.org/C77052588","wikidata":"https://www.wikidata.org/wiki/Q644307","display_name":"Constant false alarm rate","level":2,"score":0.6243532299995422},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6094689965248108},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.5969573259353638},{"id":"https://openalex.org/C10229987","wikidata":"https://www.wikidata.org/wiki/Q17083028","display_name":"Incremental decision tree","level":4,"score":0.5951839685440063},{"id":"https://openalex.org/C183931066","wikidata":"https://www.wikidata.org/wiki/Q1653378","display_name":"ID3 algorithm","level":5,"score":0.5483803749084473},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5437504053115845},{"id":"https://openalex.org/C141291300","wikidata":"https://www.wikidata.org/wiki/Q5249244","display_name":"Decision stump","level":5,"score":0.5199200510978699},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5192951560020447},{"id":"https://openalex.org/C2776836416","wikidata":"https://www.wikidata.org/wiki/Q1364844","display_name":"False alarm","level":2,"score":0.4723571240901947},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4621041715145111},{"id":"https://openalex.org/C137524506","wikidata":"https://www.wikidata.org/wiki/Q2247688","display_name":"Anomaly-based intrusion detection system","level":3,"score":0.41990742087364197}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/1167253.1167288","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1167253.1167288","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 43rd annual Southeast regional conference - Volume 2","raw_type":"proceedings-article"},{"id":"pmh:oai:stars.library.ucf.edu:scopus2000-4158","is_oa":true,"landing_page_url":"https://stars.library.ucf.edu/scopus2000/3159","pdf_url":null,"source":{"id":"https://openalex.org/S4210172555","display_name":"Journal of International Crisis and Risk Communication Research","issn_l":"2576-0017","issn":["2576-0017","2576-0025"],"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":"Scopus Export 2000s","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:stars.library.ucf.edu:scopus2000-4158","is_oa":true,"landing_page_url":"https://stars.library.ucf.edu/scopus2000/3159","pdf_url":null,"source":{"id":"https://openalex.org/S4210172555","display_name":"Journal of International Crisis and Risk Communication Research","issn_l":"2576-0017","issn":["2576-0017","2576-0025"],"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":"Scopus Export 2000s","raw_type":"text"},"sustainable_development_goals":[{"score":0.7400000095367432,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W91862604","https://openalex.org/W147687952","https://openalex.org/W1484990855","https://openalex.org/W1496351645","https://openalex.org/W1497256448","https://openalex.org/W1511198960","https://openalex.org/W1523646822","https://openalex.org/W1539741229","https://openalex.org/W1539745582","https://openalex.org/W1542321601","https://openalex.org/W1554891714","https://openalex.org/W1558491769","https://openalex.org/W1574683181","https://openalex.org/W1787544972","https://openalex.org/W1989344766","https://openalex.org/W1991318915","https://openalex.org/W1995126785","https://openalex.org/W2006023956","https://openalex.org/W2059682003","https://openalex.org/W2081707439","https://openalex.org/W2095979141","https://openalex.org/W2117646649","https://openalex.org/W2125055259","https://openalex.org/W2130676130","https://openalex.org/W2169768310","https://openalex.org/W2317690111","https://openalex.org/W2752929869","https://openalex.org/W2802348331","https://openalex.org/W2904250082","https://openalex.org/W4230110887","https://openalex.org/W4236338840","https://openalex.org/W6629610141","https://openalex.org/W6631374967"],"related_works":["https://openalex.org/W3130568217","https://openalex.org/W1648970942","https://openalex.org/W2545418239","https://openalex.org/W2134772268","https://openalex.org/W2143508752","https://openalex.org/W4387869645","https://openalex.org/W2391596998","https://openalex.org/W1129665612","https://openalex.org/W97367898","https://openalex.org/W98552495"],"abstract_inverted_index":{"Machine":[0,24],"Learning":[1,25],"techniques":[2,26],"such":[3],"as":[4],"Genetic":[5],"Algorithms":[6],"and":[7,30,36,103,122],"Decision":[8],"Trees":[9],"have":[10,137],"been":[11],"applied":[12],"to":[13,43,54,70,73,84,120],"the":[14,51,71,100,105,115,124,132],"field":[15],"of":[16,66,88,98],"intrusion":[17,111],"detection":[18,101],"for":[19,91],"more":[20],"than":[21,140],"a":[22,58,81,86,96],"decade.":[23],"can":[27,136],"learn":[28],"normal":[29],"anomalous":[31],"patterns":[32],"from":[33],"training":[34],"data":[35,53,118],"generate":[37],"classifiers":[38,55],"that":[39,131],"then":[40],"are":[41,68],"used":[42,114],"detect":[44],"attacks":[45],"on":[46],"computer":[47],"systems.":[48],"In":[49,76],"general,":[50],"input":[52,89],"is":[56],"in":[57,109],"high":[59],"dimension":[60],"feature":[61],"space,":[62],"but":[63],"not":[64],"all":[65,144],"features":[67,90],"relevant":[69],"classes":[72],"be":[74],"classified.":[75],"this":[77],"paper,":[78],"we":[79],"use":[80],"genetic":[82],"algorithm":[83],"select":[85],"subset":[87],"decision":[92,125,134],"tree":[93,126],"classifiers,":[94],"with":[95,143],"goal":[97],"increasing":[99],"rate":[102,108],"decreasing":[104],"false":[106],"alarm":[107],"network":[110],"detection.":[112],"We":[113],"KDDCUP":[116],"99":[117],"set":[119],"train":[121],"test":[123],"classifiers.":[127],"The":[128],"experiments":[129],"show":[130],"resulting":[133],"trees":[135],"better":[138],"performance":[139],"those":[141],"built":[142],"available":[145],"features.":[146]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":20},{"year":2023,"cited_by_count":31},{"year":2022,"cited_by_count":22},{"year":2021,"cited_by_count":32},{"year":2020,"cited_by_count":27},{"year":2019,"cited_by_count":24},{"year":2018,"cited_by_count":25},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":16},{"year":2015,"cited_by_count":13},{"year":2014,"cited_by_count":20},{"year":2013,"cited_by_count":10},{"year":2012,"cited_by_count":19}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
