{"id":"https://openalex.org/W3202673875","doi":"https://doi.org/10.1109/tfuzz.2021.3117441","title":"Network Intrusion Detection Based on Dynamic Intuitionistic Fuzzy Sets","display_name":"Network Intrusion Detection Based on Dynamic Intuitionistic Fuzzy Sets","publication_year":2021,"publication_date":"2021-10-05","ids":{"openalex":"https://openalex.org/W3202673875","doi":"https://doi.org/10.1109/tfuzz.2021.3117441","mag":"3202673875"},"language":"en","primary_location":{"id":"doi:10.1109/tfuzz.2021.3117441","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2021.3117441","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Fuzzy Systems","raw_type":"journal-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/A5089059096","display_name":"Jialiang Xie","orcid":null},"institutions":[{"id":"https://openalex.org/I161346416","display_name":"Jimei University","ror":"https://ror.org/03hknyb50","country_code":"CN","type":"education","lineage":["https://openalex.org/I161346416"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jialiang Xie","raw_affiliation_strings":["Digital Fujian Big Data Modeling and Intelligent Computing Institute, School of Science, Jimei University, Xiamen, China"],"raw_orcid":"https://orcid.org/0000-0002-2329-2144","affiliations":[{"raw_affiliation_string":"Digital Fujian Big Data Modeling and Intelligent Computing Institute, School of Science, Jimei University, Xiamen, China","institution_ids":["https://openalex.org/I161346416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100682144","display_name":"Honghui Wang","orcid":"https://orcid.org/0000-0001-9409-6397"},"institutions":[{"id":"https://openalex.org/I161346416","display_name":"Jimei University","ror":"https://ror.org/03hknyb50","country_code":"CN","type":"education","lineage":["https://openalex.org/I161346416"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Honghui Wang","raw_affiliation_strings":["Digital Fujian Big Data Modeling and Intelligent Computing Institute, School of Science, Jimei University, Xiamen, China"],"raw_orcid":"https://orcid.org/0000-0001-9409-6397","affiliations":[{"raw_affiliation_string":"Digital Fujian Big Data Modeling and Intelligent Computing Institute, School of Science, Jimei University, Xiamen, China","institution_ids":["https://openalex.org/I161346416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040516036","display_name":"Jonathan M. Garibaldi","orcid":"https://orcid.org/0000-0002-9690-7074"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jonathan M. Garibaldi","raw_affiliation_strings":["School of Computer Science, University of Nottingham, Nottingham, U.K"],"raw_orcid":"https://orcid.org/0000-0002-9690-7074","affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Nottingham, Nottingham, U.K","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008740867","display_name":"Dongrui Wu","orcid":"https://orcid.org/0000-0002-7153-9703"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongrui Wu","raw_affiliation_strings":["Key Laboratory of the Ministry of Education for Image Processing and Intelligent Control, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-7153-9703","affiliations":[{"raw_affiliation_string":"Key Laboratory of the Ministry of Education for Image Processing and Intelligent Control, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5089059096"],"corresponding_institution_ids":["https://openalex.org/I161346416"],"apc_list":null,"apc_paid":null,"fwci":2.0821,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.87597062,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"30","issue":"9","first_page":"3460","last_page":"3472"},"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":0.9980999827384949,"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":0.9923999905586243,"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":0.8069205284118652},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.7628668546676636},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.7253821492195129},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.6762003302574158},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.472564160823822},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46429571509361267},{"id":"https://openalex.org/keywords/network-security","display_name":"Network security","score":0.46106964349746704},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.44649967551231384},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4049442410469055},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33637404441833496}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8069205284118652},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.7628668546676636},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.7253821492195129},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6762003302574158},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.472564160823822},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46429571509361267},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.46106964349746704},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.44649967551231384},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4049442410469055},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33637404441833496},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tfuzz.2021.3117441","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2021.3117441","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G160779653","display_name":null,"funder_award_id":"B19085","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"},{"id":"https://openalex.org/G2165997223","display_name":null,"funder_award_id":"12071179","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5275662395","display_name":null,"funder_award_id":"JT180263","funder_id":"https://openalex.org/F4320321893","funder_display_name":"Department of Education, Fujian Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321878","display_name":"Natural Science Foundation of Fujian Province","ror":null},{"id":"https://openalex.org/F4320321893","display_name":"Department of Education, Fujian Province","ror":"https://ror.org/01d6wrk87"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W162739366","https://openalex.org/W1196375415","https://openalex.org/W1511677379","https://openalex.org/W1971875039","https://openalex.org/W1979534271","https://openalex.org/W1980564456","https://openalex.org/W1986668511","https://openalex.org/W1989352541","https://openalex.org/W2032477387","https://openalex.org/W2047350783","https://openalex.org/W2048412523","https://openalex.org/W2066832805","https://openalex.org/W2071782633","https://openalex.org/W2087501680","https://openalex.org/W2096643759","https://openalex.org/W2097034581","https://openalex.org/W2098362272","https://openalex.org/W2104167780","https://openalex.org/W2104933073","https://openalex.org/W2109293916","https://openalex.org/W2109970993","https://openalex.org/W2123504579","https://openalex.org/W2140519269","https://openalex.org/W2143043751","https://openalex.org/W2165024836","https://openalex.org/W2287408518","https://openalex.org/W2334853001","https://openalex.org/W2335999708","https://openalex.org/W2427606719","https://openalex.org/W2516066574","https://openalex.org/W2527999453","https://openalex.org/W2552928059","https://openalex.org/W2559944106","https://openalex.org/W2626468835","https://openalex.org/W2732383329","https://openalex.org/W2756489700","https://openalex.org/W2765942887","https://openalex.org/W2792808093","https://openalex.org/W2800910189","https://openalex.org/W2801912503","https://openalex.org/W2809682588","https://openalex.org/W2810271664","https://openalex.org/W2896140141","https://openalex.org/W2910487174","https://openalex.org/W2934105405","https://openalex.org/W2944692378","https://openalex.org/W2954793192","https://openalex.org/W2958489519","https://openalex.org/W2963156528","https://openalex.org/W2990257819","https://openalex.org/W3003515803","https://openalex.org/W3024905798","https://openalex.org/W3027161298","https://openalex.org/W3044434834","https://openalex.org/W3117829857","https://openalex.org/W3154196099","https://openalex.org/W4236065546","https://openalex.org/W4256089154","https://openalex.org/W6622228119","https://openalex.org/W6629345790","https://openalex.org/W6639913013","https://openalex.org/W6696151112"],"related_works":["https://openalex.org/W2391959412","https://openalex.org/W2563096758","https://openalex.org/W2380927352","https://openalex.org/W2066259560","https://openalex.org/W2262783296","https://openalex.org/W4386053843","https://openalex.org/W3158004940","https://openalex.org/W2366221835","https://openalex.org/W4211209597","https://openalex.org/W2126100045"],"abstract_inverted_index":{"Network":[0],"security":[1],"requires":[2],"effective":[3],"detection":[4,115],"and":[5,48,71],"proper":[6],"analysis":[7],"of":[8,20,58,78,116,126,134],"abnormal":[9],"network":[10,21,28,42,117],"behavior.":[11],"To":[12],"address":[13],"the":[14,18,40,49,56,76,93,105,114,123,127,139],"uncertainty":[15],"associated":[16],"with":[17],"process":[19],"intrusion":[22,43],"detection,":[23],"this":[24],"article":[25],"proposes":[26],"a":[27,79,100,110],"intrusion-detection":[29],"algorithm":[30,129],"based":[31,74],"on":[32,67,75,138],"dynamic":[33,88,106],"intuitionistic":[34,89],"fuzzy":[35,90],"sets":[36],"(IFSs).":[37],"We":[38],"use":[39,99],"classic":[41],"datasets":[44,70],"KDD":[45],"99,":[46],"NSL-KDD,":[47],"massive,":[50],"high-dimensional":[51],"dataset":[52],"UNSW-NB15":[53],"to":[54,108,132],"evaluate":[55],"performance":[57,125,148],"our":[59],"proposed":[60,101,128],"algorithm.":[61],"First,":[62],"we":[63,86,98],"perform":[64],"data":[65],"preprocessing":[66],"these":[68],"three":[69,140],"select":[72],"features":[73],"results":[77,120],"chi-square":[80],"test.":[81],"Second,":[82],"using":[83],"time-series":[84],"processing,":[85],"construct":[87],"patterns":[91],"from":[92],"feature-selected":[94],"datasets.":[95,142,154],"At":[96],"last,":[97],"distance":[102],"measure":[103],"for":[104,152],"IFSs":[107],"generate":[109],"classifier":[111],"that":[112,122,133],"facilitates":[113],"intrusion.":[118],"Experimental":[119],"show":[121],"classification":[124,147],"is":[130,149],"superior":[131],"other":[135],"state-of-the-art":[136],"algorithms":[137],"aforementioned":[141],"The":[143],"achieved":[144],"improvement":[145],"in":[146],"particularly":[150],"significant":[151],"large":[153]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
