{"id":"https://openalex.org/W2127598756","doi":"https://doi.org/10.1109/glocom.2010.5683910","title":"Networking Anomaly Detection Using DSNs and Particle Swarm Optimization with Re-Clustering","display_name":"Networking Anomaly Detection Using DSNs and Particle Swarm Optimization with Re-Clustering","publication_year":2010,"publication_date":"2010-12-01","ids":{"openalex":"https://openalex.org/W2127598756","doi":"https://doi.org/10.1109/glocom.2010.5683910","mag":"2127598756"},"language":"en","primary_location":{"id":"doi:10.1109/glocom.2010.5683910","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocom.2010.5683910","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE Global Telecommunications Conference GLOBECOM 2010","raw_type":"proceedings-article"},"type":"conference-paper","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/A5078664607","display_name":"Mois\u00e9s F. Lima","orcid":null},"institutions":[{"id":"https://openalex.org/I127110123","display_name":"Universidade Estadual de Londrina","ror":"https://ror.org/01585b035","country_code":"BR","type":"education","lineage":["https://openalex.org/I127110123"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Moises F. Lima","raw_affiliation_strings":["Computing Science Department, State University of Londrina (UEL), Londrina, Brazil","Computer Science Department, State University of Londrina (UEL), Londrina, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computing Science Department, State University of Londrina (UEL), Londrina, Brazil","institution_ids":["https://openalex.org/I127110123"]},{"raw_affiliation_string":"Computer Science Department, State University of Londrina (UEL), Londrina, Brazil","institution_ids":["https://openalex.org/I127110123"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000151003","display_name":"Lucas Dias Hiera Sampaio","orcid":"https://orcid.org/0000-0003-1644-3634"},"institutions":[{"id":"https://openalex.org/I127110123","display_name":"Universidade Estadual de Londrina","ror":"https://ror.org/01585b035","country_code":"BR","type":"education","lineage":["https://openalex.org/I127110123"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Lucas D. H. Sampaio","raw_affiliation_strings":["Computing Science Department, State University of Londrina (UEL), Londrina, Brazil","Computer Science Department, State University of Londrina (UEL), Londrina, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computing Science Department, State University of Londrina (UEL), Londrina, Brazil","institution_ids":["https://openalex.org/I127110123"]},{"raw_affiliation_string":"Computer Science Department, State University of Londrina (UEL), Londrina, Brazil","institution_ids":["https://openalex.org/I127110123"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011873799","display_name":"Bruno Bogaz Zarpel\ufffd\u00e3o","orcid":"https://orcid.org/0000-0001-9172-3578"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Bruno B. Zarpelao","raw_affiliation_strings":["School of Elect. & Comp. Engineering, University of Campinas (UNICAMP), Campinas, Brazil","Sch. of Electr. & Comp. Eng., Univ. of Campinas (UNICAMP), Campinas, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Elect. & Comp. Engineering, University of Campinas (UNICAMP), Campinas, Brazil","institution_ids":["https://openalex.org/I181391015"]},{"raw_affiliation_string":"Sch. of Electr. & Comp. Eng., Univ. of Campinas (UNICAMP), Campinas, Brazil","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076776322","display_name":"Joel J. P. C. Rodrigues","orcid":"https://orcid.org/0000-0001-8657-3800"},"institutions":[{"id":"https://openalex.org/I161321875","display_name":"University of Beira Interior","ror":"https://ror.org/03nf36p02","country_code":"PT","type":"education","lineage":["https://openalex.org/I161321875"]},{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Joel J. P. C. Rodrigues","raw_affiliation_strings":["Instituto de Telecomunica\u00e7\u00f5es, University of Beira Interior, Covilh\u00e3, Portugal","Inst. de Telecomun., Univ. of Beira Interior, Covilha\u0303, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Telecomunica\u00e7\u00f5es, University of Beira Interior, Covilh\u00e3, Portugal","institution_ids":["https://openalex.org/I161321875","https://openalex.org/I4210120471"]},{"raw_affiliation_string":"Inst. de Telecomun., Univ. of Beira Interior, Covilha\u0303, Portugal","institution_ids":["https://openalex.org/I161321875"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026516878","display_name":"Taufik Abr\u00e3o","orcid":"https://orcid.org/0000-0001-8678-2805"},"institutions":[{"id":"https://openalex.org/I127110123","display_name":"Universidade Estadual de Londrina","ror":"https://ror.org/01585b035","country_code":"BR","type":"education","lineage":["https://openalex.org/I127110123"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Taufik Abrao","raw_affiliation_strings":["Computing Science Department, State University of Londrina (UEL), Londrina, Brazil","Computer Science Department, State University of Londrina (UEL), Londrina, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computing Science Department, State University of Londrina (UEL), Londrina, Brazil","institution_ids":["https://openalex.org/I127110123"]},{"raw_affiliation_string":"Computer Science Department, State University of Londrina (UEL), Londrina, Brazil","institution_ids":["https://openalex.org/I127110123"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046936081","display_name":"M\u00e1rio Lemes Proen\u00e7a","orcid":"https://orcid.org/0000-0002-0492-322X"},"institutions":[{"id":"https://openalex.org/I127110123","display_name":"Universidade Estadual de Londrina","ror":"https://ror.org/01585b035","country_code":"BR","type":"education","lineage":["https://openalex.org/I127110123"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Mario Lemes Proenca Jr.","raw_affiliation_strings":["Computing Science Department, State University of Londrina (UEL), Londrina, Brazil","Computer Science Department, State University of Londrina (UEL), Londrina, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computing Science Department, State University of Londrina (UEL), Londrina, Brazil","institution_ids":["https://openalex.org/I127110123"]},{"raw_affiliation_string":"Computer Science Department, State University of Londrina (UEL), Londrina, Brazil","institution_ids":["https://openalex.org/I127110123"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9990000128746033,"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":0.9965999722480774,"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/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7436777353286743},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6974593997001648},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.650750994682312},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6299787163734436},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.5804040431976318},{"id":"https://openalex.org/keywords/constant-false-alarm-rate","display_name":"Constant false alarm rate","score":0.48216933012008667},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.459267258644104},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.42161625623703003},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3827052116394043},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3489076495170593}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7436777353286743},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6974593997001648},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.650750994682312},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6299787163734436},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.5804040431976318},{"id":"https://openalex.org/C77052588","wikidata":"https://www.wikidata.org/wiki/Q644307","display_name":"Constant false alarm rate","level":2,"score":0.48216933012008667},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.459267258644104},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42161625623703003},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3827052116394043},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3489076495170593}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/glocom.2010.5683910","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocom.2010.5683910","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE Global Telecommunications Conference GLOBECOM 2010","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1577668191","https://openalex.org/W1608868580","https://openalex.org/W2007087405","https://openalex.org/W2016184967","https://openalex.org/W2026547913","https://openalex.org/W2103576187","https://openalex.org/W2111204991","https://openalex.org/W2127218421","https://openalex.org/W2133713787","https://openalex.org/W2140519269","https://openalex.org/W2141177935","https://openalex.org/W2152195021","https://openalex.org/W2156204309","https://openalex.org/W2161995126","https://openalex.org/W2402846924","https://openalex.org/W6634715273","https://openalex.org/W6678914141"],"related_works":["https://openalex.org/W4308079021","https://openalex.org/W1527337688","https://openalex.org/W2399799070","https://openalex.org/W2048054807","https://openalex.org/W2746377055","https://openalex.org/W4386001959","https://openalex.org/W2594296178","https://openalex.org/W3089846858","https://openalex.org/W3012322385","https://openalex.org/W4304182880"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"an":[3,24],"anomaly":[4],"detection":[5,149],"method":[6],"using":[7,119],"Digital":[8],"Signature":[9],"of":[10,44,82,92,141,144],"Network":[11],"Segment":[12],"(DSNS)":[13],"and":[14,41,110,116,132,146,150],"Particle":[15],"Swarm":[16],"Optimization-based":[17],"clustering":[18],"(PSO-Cls).":[19],"The":[20,106],"PSO":[21],"algorithm":[22],"is":[23,64],"evolutionary":[25,52],"computation":[26],"technique":[27],"whose":[28],"main":[29],"characteristics":[30],"include":[31],"low":[32],"computational":[33],"complexity,":[34],"ability":[35],"to":[36,50,71],"escape":[37],"from":[38,114],"local":[39],"optima,":[40],"small":[42],"number":[43],"input":[45],"parameters":[46],"dependence,":[47],"when":[48],"compared":[49],"other":[51,78],"algorithms,":[53],"e.g.":[54],"genetic":[55],"algorithms":[56],"(GA).":[57],"In":[58],"the":[59,77,90,139,147],"PSO-Cls":[60],"algorithm,":[61],"swarm":[62,120],"intelligence":[63],"combined":[65],"with":[66],"K-means":[67],"clustering,":[68],"in":[69,100,138],"order":[70],"achieve":[72],"high":[73],"convergence":[74],"rates.":[75],"On":[76],"hand,":[79],"DSNS":[80,115],"consists":[81],"normal":[83],"network":[84,103,140],"traffic":[85,131],"behavior":[86],"profiles,":[87],"generated":[88],"by":[89,128],"application":[91],"Baseline":[93],"for":[94],"Automatic":[95],"Backbone":[96],"Management":[97],"(BLGBA)":[98],"model":[99],"SNMP":[101],"historical":[102],"data":[104,112],"set.":[105],"proposed":[107],"approach":[108],"identifies":[109],"classifies":[111],"clusters":[113],"real":[117,130],"traffic,":[118],"intelligence.":[121],"Anomalous":[122],"behaviors":[123],"can":[124],"be":[125],"easily":[126],"identified":[127],"comparing":[129],"cluster":[133],"centroids.":[134],"Tests":[135],"were":[136],"performed":[137],"State":[142],"University":[143],"Londrina":[145],"obtained":[148],"false":[151],"alarm":[152],"rates":[153],"are":[154],"promising.":[155]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}