{"id":"https://openalex.org/W2779598397","doi":"https://doi.org/10.1109/jas.2017.7510730","title":"SVM-DT-based adaptive and collaborative intrusion detection","display_name":"SVM-DT-based adaptive and collaborative intrusion detection","publication_year":2017,"publication_date":"2017-12-20","ids":{"openalex":"https://openalex.org/W2779598397","doi":"https://doi.org/10.1109/jas.2017.7510730","mag":"2779598397"},"language":"en","primary_location":{"id":"doi:10.1109/jas.2017.7510730","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jas.2017.7510730","pdf_url":null,"source":{"id":"https://openalex.org/S2484288132","display_name":"IEEE/CAA Journal of Automatica Sinica","issn_l":"2329-9266","issn":["2329-9266","2329-9274"],"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/CAA Journal of Automatica Sinica","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/A5003969171","display_name":"Shaohua Teng","orcid":"https://orcid.org/0000-0002-7204-1288"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaohua Teng","raw_affiliation_strings":["School of Computer Science and Technology, Guangdong University of Technology, Guangzhou 510006, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Guangdong University of Technology, Guangzhou 510006, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090664309","display_name":"Naiqi Wu","orcid":"https://orcid.org/0000-0001-6782-458X"},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]},{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN","MO"],"is_corresponding":false,"raw_author_name":"Naiqi Wu","raw_affiliation_strings":["Institute of Systems Engineering, Macau University of Science and Technology, Macau 999078, China, and also with the school of Electro-Mechanical Engineering, Guangdong University of Technology, Guangzhou 510006, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Systems Engineering, Macau University of Science and Technology, Macau 999078, China, and also with the school of Electro-Mechanical Engineering, Guangdong University of Technology, Guangzhou 510006, China","institution_ids":["https://openalex.org/I111950717","https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020477193","display_name":"Haibin Zhu","orcid":"https://orcid.org/0000-0003-1922-1631"},"institutions":[{"id":"https://openalex.org/I138900291","display_name":"Nipissing University","ror":"https://ror.org/05k14ba46","country_code":"CA","type":"education","lineage":["https://openalex.org/I138900291"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Haibin Zhu","raw_affiliation_strings":["Collaborative Systems Laboratory, Nipissing University, North Bay, Ontario PICILZ, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Collaborative Systems Laboratory, Nipissing University, North Bay, Ontario PICILZ, Canada","institution_ids":["https://openalex.org/I138900291"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027800178","display_name":"Luyao Teng","orcid":"https://orcid.org/0000-0002-3872-4085"},"institutions":[{"id":"https://openalex.org/I71270174","display_name":"Victoria University","ror":"https://ror.org/04j757h98","country_code":"AU","type":"education","lineage":["https://openalex.org/I71270174"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Luyao Teng","raw_affiliation_strings":["College of Engineering and Science, Victoria University, Ballarat Rd, Footscray VIC 3011, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering and Science, Victoria University, Ballarat Rd, Footscray VIC 3011, Australia","institution_ids":["https://openalex.org/I71270174"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109156232","display_name":"Wei Zhang","orcid":"https://orcid.org/0009-0003-9826-9883"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Zhang","raw_affiliation_strings":["School of Computer Science and Technology, Guangdong University of Technology, Guangzhou 510006, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Guangdong University of Technology, Guangzhou 510006, China","institution_ids":["https://openalex.org/I139024713"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.2039,"has_fulltext":false,"cited_by_count":129,"citation_normalized_percentile":{"value":0.97852287,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"5","issue":"1","first_page":"108","last_page":"118"},"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":0.9969000220298767,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.893051266670227},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.8381612300872803},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7426751255989075},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6135882139205933},{"id":"https://openalex.org/keywords/network-security","display_name":"Network security","score":0.49486368894577026},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4782382845878601},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46923238039016724},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4536662697792053},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.11566394567489624}],"concepts":[{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.893051266670227},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8381612300872803},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7426751255989075},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6135882139205933},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.49486368894577026},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4782382845878601},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46923238039016724},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4536662697792053},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.11566394567489624},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jas.2017.7510730","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jas.2017.7510730","pdf_url":null,"source":{"id":"https://openalex.org/S2484288132","display_name":"IEEE/CAA Journal of Automatica Sinica","issn_l":"2329-9266","issn":["2329-9266","2329-9274"],"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/CAA Journal of Automatica Sinica","raw_type":"journal-article"},{"id":"pmh:oai:eprints.vu.edu.au:38518","is_oa":false,"landing_page_url":"https://vuir.vu.edu.au/38518/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400215","display_name":"Victoria University Research Repository (Victoria University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I41156924","host_organization_name":"Victoria University of Wellington","host_organization_lineage":["https://openalex.org/I41156924"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1967376128","https://openalex.org/W1977366836","https://openalex.org/W1978306989","https://openalex.org/W1978779053","https://openalex.org/W1993596530","https://openalex.org/W2004086221","https://openalex.org/W2019532602","https://openalex.org/W2020651442","https://openalex.org/W2032620230","https://openalex.org/W2042145470","https://openalex.org/W2049559208","https://openalex.org/W2066832805","https://openalex.org/W2097034581","https://openalex.org/W2141631554","https://openalex.org/W2158190537","https://openalex.org/W2183963012","https://openalex.org/W2191006491","https://openalex.org/W2236520910","https://openalex.org/W2306742065","https://openalex.org/W2341871820","https://openalex.org/W2361898676","https://openalex.org/W3145506661"],"related_works":["https://openalex.org/W2387580700","https://openalex.org/W2746581472","https://openalex.org/W2899285606","https://openalex.org/W60934498","https://openalex.org/W2364419519","https://openalex.org/W2017948608","https://openalex.org/W2360767377","https://openalex.org/W2360951146","https://openalex.org/W2061466315","https://openalex.org/W2376886931"],"abstract_inverted_index":{"As":[0],"a":[1,41,135],"primary":[2],"defense":[3],"technique,":[4],"intrusion":[5,33,47,117],"detection":[6,34,48,118,147],"becomes":[7],"more":[8,10,128],"and":[9,45,59,67,76,81,109,115,150],"significant":[11],"since":[12],"the":[13,16,21,26,38,54,98,101,107,112,121,131],"security":[14],"of":[15,20,40,100,111,137,146],"networks":[17],"is":[18,50,94,124],"one":[19],"most":[22],"critical":[23],"issues":[24],"in":[25,144],"world.":[27],"We":[28],"present":[29],"an":[30],"adaptive":[31,82,116],"collaboration":[32],"method":[35,123],"to":[36,96,126],"improve":[37],"safety":[39],"network.":[42],"A":[43],"self-adaptive":[44],"collaborative":[46,114],"model":[49],"built":[51],"by":[52,71],"applying":[53],"Environmentsclasses,":[55],"agents,":[56,66],"roles,":[57,65],"groups,":[58],"objects":[60],"(E-CARGO)":[61],"model.":[62],"The":[63,88,103],"objects,":[64],"groups":[68],"are":[69,85],"designed":[70],"using":[72],"decision":[73],"trees":[74],"(DTs)":[75],"support":[77,140],"vector":[78,141],"machines":[79],"(SVMs),":[80],"scheduling":[83],"mechanisms":[84],"set":[86,93,136],"up.":[87],"KDD":[89],"CUP":[90],"1999":[91],"data":[92],"used":[95],"verify":[97],"effectiveness":[99],"method.":[102,119],"experimental":[104],"results":[105],"demonstrate":[106],"feasibility":[108],"efficiency":[110],"proposed":[113,122],"Also,":[120],"shown":[125],"be":[127],"predominant":[129],"than":[130],"methods":[132],"that":[133],"use":[134],"single":[138],"type":[139],"machine":[142],"(SVM)":[143],"terms":[145],"precision":[148],"rate":[149],"recall":[151],"rate.":[152]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":23},{"year":2020,"cited_by_count":24},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}