{"id":"https://openalex.org/W4307335201","doi":"https://doi.org/10.1145/3558819.3558840","title":"Intrusion Detection System Based on Machine Learning","display_name":"Intrusion Detection System Based on Machine Learning","publication_year":2022,"publication_date":"2022-09-23","ids":{"openalex":"https://openalex.org/W4307335201","doi":"https://doi.org/10.1145/3558819.3558840"},"language":"en","primary_location":{"id":"doi:10.1145/3558819.3558840","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3558819.3558840","pdf_url":null,"source":{"id":"https://openalex.org/S4363608855","display_name":"Proceedings of the 7th International Conference on Cyber Security and Information Engineering","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Conference on Cyber Security and Information Engineering","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/A5091653912","display_name":"Bocheng Liu","orcid":"https://orcid.org/0009-0007-4904-2008"},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bocheng Liu","raw_affiliation_strings":["Nanchang University, China"],"affiliations":[{"raw_affiliation_string":"Nanchang University, China","institution_ids":["https://openalex.org/I141649914"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019623622","display_name":"Zhiqin Huang","orcid":"https://orcid.org/0009-0003-4294-304X"},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiqin Huang","raw_affiliation_strings":["Nanchang University, China"],"affiliations":[{"raw_affiliation_string":"Nanchang University, China","institution_ids":["https://openalex.org/I141649914"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073071419","display_name":"Zeguo Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zeguo Zhu","raw_affiliation_strings":["Nanchang University, China"],"affiliations":[{"raw_affiliation_string":"Nanchang University, China","institution_ids":["https://openalex.org/I141649914"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5091653912"],"corresponding_institution_ids":["https://openalex.org/I141649914"],"apc_list":null,"apc_paid":null,"fwci":0.6486,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.59385428,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"121","last_page":"125"},"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":0.9955000281333923,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9901999831199646,"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/normalization","display_name":"Normalization (sociology)","score":0.7891693115234375},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7890803813934326},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.7503291368484497},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6364583969116211},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49644023180007935},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.48290038108825684},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.46697068214416504},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.46408483386039734},{"id":"https://openalex.org/keywords/network-security","display_name":"Network security","score":0.45852556824684143},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43622374534606934},{"id":"https://openalex.org/keywords/recall-rate","display_name":"Recall rate","score":0.4153726100921631},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.27804601192474365},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.07659417390823364}],"concepts":[{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.7891693115234375},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7890803813934326},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.7503291368484497},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6364583969116211},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49644023180007935},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48290038108825684},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.46697068214416504},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.46408483386039734},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.45852556824684143},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43622374534606934},{"id":"https://openalex.org/C2987098735","wikidata":"https://www.wikidata.org/wiki/Q3808900","display_name":"Recall rate","level":2,"score":0.4153726100921631},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.27804601192474365},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.07659417390823364},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3558819.3558840","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3558819.3558840","pdf_url":null,"source":{"id":"https://openalex.org/S4363608855","display_name":"Proceedings of the 7th International Conference on Cyber Security and Information Engineering","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Conference on Cyber Security and Information Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2060771693","https://openalex.org/W2063756363","https://openalex.org/W2096755340","https://openalex.org/W2121886199","https://openalex.org/W2911964244","https://openalex.org/W2942272966","https://openalex.org/W3021219025","https://openalex.org/W3138381676","https://openalex.org/W3205323312","https://openalex.org/W4210743106","https://openalex.org/W4235789739","https://openalex.org/W6798816549"],"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/W3157271777","https://openalex.org/W2377372927","https://openalex.org/W1495178644"],"abstract_inverted_index":{"With":[0],"the":[1,5,63,69,104,111],"continuous":[2],"development":[3],"of":[4,31,62],"network,":[6],"various":[7],"Internet":[8],"Plus":[9],"are":[10],"constantly":[11],"derived,":[12],"but":[13],"more":[14,16],"and":[15,60,65,74,91,110],"network":[17,35,93],"threats":[18],"also":[19],"arise":[20],"spontaneously.":[21],"Intrusion":[22],"Detection":[23],"Systems":[24],"(IDS)":[25],"have":[26],"become":[27],"an":[28,77],"important":[29],"part":[30],"defending":[32],"against":[33],"malicious":[34,49,88],"attacks":[36],"due":[37],"to":[38,41,86],"their":[39],"ability":[40],"take":[42],"proactive":[43],"defenses.":[44],"This":[45],"paper":[46],"compares":[47],"four":[48],"traffic":[50],"detection":[51],"algorithms":[52],"based":[53,79],"on":[54,80],"machine":[55],"learning:":[56],"through":[57],"feature":[58],"extraction":[59],"normalization":[61],"data,":[64],"then":[66],"brought":[67],"into":[68],"model":[70],"for":[71],"training,":[72],"comparison":[73],"improvement.":[75],"Finally,":[76],"IDS":[78],"random":[81],"forest":[82],"algorithm":[83],"is":[84],"designed":[85],"identify":[87],"http":[89],"requests":[90],"give":[92],"administrators":[94],"a":[95],"better":[96],"feedback.":[97],"The":[98],"accuracy":[99],"rate":[100,106],"can":[101,107,114],"reach":[102,108,115],"0.95,":[103],"recall":[105],"0.96,":[109],"f1":[112],"value":[113],"0.95.":[116]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}