{"id":"https://openalex.org/W2899310174","doi":"https://doi.org/10.1109/access.2018.2878576","title":"Fast Defense System Against Attacks in Software Defined Networks","display_name":"Fast Defense System Against Attacks in Software Defined Networks","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2899310174","doi":"https://doi.org/10.1109/access.2018.2878576","mag":"2899310174"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2878576","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2878576","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2018.2878576","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000585091","display_name":"Marcos V. O. de Assis","orcid":"https://orcid.org/0000-0002-3145-5839"},"institutions":[{"id":"https://openalex.org/I52418104","display_name":"Universidade Federal do Paran\u00e1","ror":"https://ror.org/05syd6y78","country_code":"BR","type":"education","lineage":["https://openalex.org/I52418104"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marcos V.O. De Assis","raw_affiliation_strings":["Engineering and Exact Department, Federal University of Paran\u00e1, Palotina, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-3145-5839","affiliations":[{"raw_affiliation_string":"Engineering and Exact Department, Federal University of Paran\u00e1, Palotina, Brazil","institution_ids":["https://openalex.org/I52418104"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049423103","display_name":"Matheus P. Novaes","orcid":"https://orcid.org/0000-0003-1626-6922"},"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":"Matheus P. Novaes","raw_affiliation_strings":["Computer Science Department, State University of Londrina, Londrina, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, State University of Londrina, Londrina, Brazil","institution_ids":["https://openalex.org/I127110123"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007290589","display_name":"Cinara Brenda Zerbini","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":"Cinara B. Zerbini","raw_affiliation_strings":["Computer Science Department, State University of Londrina, Londrina, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, State University of Londrina, Londrina, Brazil","institution_ids":["https://openalex.org/I127110123"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053943069","display_name":"Luiz F. Carvalho","orcid":"https://orcid.org/0000-0002-3982-0917"},"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":"Luiz F. Carvalho","raw_affiliation_strings":["Computer Science Department, State University of Londrina, Londrina, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, State University of Londrina, Londrina, Brazil","institution_ids":["https://openalex.org/I127110123"]}]},{"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":["Electrical Engineering Department, State University of Londrina, Londrina, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-8678-2805","affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, State University of Londrina, 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 L. Proenca","raw_affiliation_strings":["Computer Science Department, State University of Londrina, Londrina, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-0492-322X","affiliations":[{"raw_affiliation_string":"Computer Science Department, State University of Londrina, Londrina, Brazil","institution_ids":["https://openalex.org/I127110123"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.0328,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.92107977,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"6","issue":null,"first_page":"69620","last_page":"69639"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","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/T10714","display_name":"Software-Defined Networks and 5G","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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998000264167786,"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":0.9969000220298767,"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":0.8491852283477783},{"id":"https://openalex.org/keywords/denial-of-service-attack","display_name":"Denial-of-service attack","score":0.6207507252693176},{"id":"https://openalex.org/keywords/software-defined-networking","display_name":"Software-defined networking","score":0.5941134691238403},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5562126636505127},{"id":"https://openalex.org/keywords/unavailability","display_name":"Unavailability","score":0.5092581510543823},{"id":"https://openalex.org/keywords/network-management","display_name":"Network management","score":0.4585198760032654},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.44123750925064087},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4323379099369049},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.42721936106681824},{"id":"https://openalex.org/keywords/network-security","display_name":"Network security","score":0.4242212176322937},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.34863734245300293},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.3446277976036072},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11188194155693054}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8491852283477783},{"id":"https://openalex.org/C38822068","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Denial-of-service attack","level":3,"score":0.6207507252693176},{"id":"https://openalex.org/C77270119","wikidata":"https://www.wikidata.org/wiki/Q1655198","display_name":"Software-defined networking","level":2,"score":0.5941134691238403},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5562126636505127},{"id":"https://openalex.org/C2780505938","wikidata":"https://www.wikidata.org/wiki/Q17093282","display_name":"Unavailability","level":2,"score":0.5092581510543823},{"id":"https://openalex.org/C129763632","wikidata":"https://www.wikidata.org/wiki/Q1454667","display_name":"Network management","level":2,"score":0.4585198760032654},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.44123750925064087},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4323379099369049},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.42721936106681824},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.4242212176322937},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.34863734245300293},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.3446277976036072},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11188194155693054},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2018.2878576","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2878576","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:53162250ecc247099010438d2b812b23","is_oa":true,"landing_page_url":"https://doaj.org/article/53162250ecc247099010438d2b812b23","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 6, Pp 69620-69639 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2878576","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2878576","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3077344436","display_name":null,"funder_award_id":"308348/2016-8","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G6179641905","display_name":null,"funder_award_id":"Banpesq/2014016797","funder_id":"https://openalex.org/F4320324953","funder_display_name":"Universidade Federal do Paran\u00e1"},{"id":"https://openalex.org/G6305273993","display_name":null,"funder_award_id":"304066/2015-0","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"}],"funders":[{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320324953","display_name":"Universidade Federal do Paran\u00e1","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W433644524","https://openalex.org/W1516208588","https://openalex.org/W1522968858","https://openalex.org/W1578389446","https://openalex.org/W1752995846","https://openalex.org/W1983488804","https://openalex.org/W1986668511","https://openalex.org/W1987971958","https://openalex.org/W1988833430","https://openalex.org/W1995875735","https://openalex.org/W1997733123","https://openalex.org/W2015554878","https://openalex.org/W2030101848","https://openalex.org/W2040340473","https://openalex.org/W2067453331","https://openalex.org/W2070644473","https://openalex.org/W2070786635","https://openalex.org/W2074859074","https://openalex.org/W2084512860","https://openalex.org/W2111001247","https://openalex.org/W2116688314","https://openalex.org/W2127598756","https://openalex.org/W2128756881","https://openalex.org/W2129281431","https://openalex.org/W2139386984","https://openalex.org/W2152195021","https://openalex.org/W2158698691","https://openalex.org/W2164210932","https://openalex.org/W2167208964","https://openalex.org/W2191006491","https://openalex.org/W2241968865","https://openalex.org/W2276955153","https://openalex.org/W2528824243","https://openalex.org/W2543580944","https://openalex.org/W2586120503","https://openalex.org/W2598501686","https://openalex.org/W2613740561","https://openalex.org/W2624048182","https://openalex.org/W2751998928","https://openalex.org/W2756518166","https://openalex.org/W2756940441","https://openalex.org/W2763937804","https://openalex.org/W2768883253","https://openalex.org/W2782713512","https://openalex.org/W2794280825","https://openalex.org/W2804647886","https://openalex.org/W2808025094","https://openalex.org/W2859928566","https://openalex.org/W2883461750","https://openalex.org/W2978725006","https://openalex.org/W3138598418","https://openalex.org/W4253461361","https://openalex.org/W4256177618","https://openalex.org/W4285049686","https://openalex.org/W6630894455","https://openalex.org/W6631378878","https://openalex.org/W6668240784","https://openalex.org/W6677472521"],"related_works":["https://openalex.org/W2767068794","https://openalex.org/W4229489764","https://openalex.org/W3114854705","https://openalex.org/W2735897973","https://openalex.org/W3195575042","https://openalex.org/W1543555101","https://openalex.org/W2898113880","https://openalex.org/W2793567886","https://openalex.org/W4308272253","https://openalex.org/W4285316604"],"abstract_inverted_index":{"With":[0],"the":[1,9,19,22,29,61,103,146,149,153,175,188,224],"ever-growing":[2],"data":[3,125,213],"traffic":[4],"in":[5,127],"computer":[6],"networks":[7,13,111],"nowadays,":[8],"management":[10,56],"of":[11,21,32,38,63,89,106,117,129,148],"large-scale":[12],"is":[14,26,47,80],"a":[15,48,68,160,180],"challenge":[16],"for":[17,184,231],"guaranteeing":[18],"quality":[20],"provided":[23],"services.":[24],"This":[25],"due":[27],"to":[28,53,82,101,144],"increasingly":[30,115],"usage":[31],"connected":[33],"applications,":[34],"such":[35,85],"as":[36,74,86],"Internet":[37],"Things":[39],"and":[40,92,167,178,202,223,234],"cloud":[41],"computing":[42],"environments.":[43],"Software-defined":[44],"networking":[45],"(SDN)":[46],"new":[49],"paradigm":[50],"that":[51],"aims":[52],"make":[54],"this":[55,78,134,156],"process":[57],"easier":[58],"by":[59,120],"centralizing":[60],"configuration":[62],"all":[64],"network":[65,131,217],"devices":[66],"into":[67,174],"single":[69],"programmable":[70],"central":[71,108,176],"controller.":[72,109],"However,":[73],"any":[75],"centralized":[76],"service,":[77],"architecture":[79],"susceptible":[81],"security":[83,97,136],"vulnerabilities,":[84],"distributed":[87],"denial":[88],"service":[90],"(DDoS)":[91],"port":[93,168],"scan":[94,169],"attacks.":[95],"Thus,":[96],"methods":[98],"are":[99,112],"necessary":[100],"guarantee":[102],"normal":[104],"operation":[105],"SDN's":[107],"Furthermore,":[110],"transporting":[113],"an":[114],"amount":[116],"information":[118],"day":[119],"day,":[121],"which":[122,171],"could":[123],"mean":[124],"loss":[126],"case":[128],"long":[130],"unavailability.":[132],"For":[133,187],"reason,":[135],"mechanisms":[137],"must":[138],"operate":[139],"online,":[140],"with":[141,220],"fast-responding":[142],"countermeasures":[143],"mitigate":[145],"impact":[147],"detected":[150],"attacks":[151],"over":[152,210,215],"SDN.":[154],"In":[155],"paper,":[157],"we":[158,190],"present":[159],"fast":[161],"SDN":[162],"defense":[163,226],"system":[164,227],"against":[165],"DDoS":[166],"attacks,":[170],"runs":[172],"directly":[173],"controller":[177],"uses":[179],"game":[181],"theoretical":[182],"approach":[183,209],"attack":[185],"mitigation.":[186],"detection,":[189],"compare":[191],"three":[192],"different":[193],"approaches,":[194],"particle":[195],"swarm":[196],"optimization,":[197],"multi-layer":[198],"perceptron":[199],"neural":[200],"network,":[201],"discrete":[203],"wavelet":[204],"transform.":[205],"We":[206],"test":[207],"our":[208],"IP":[211],"flow":[212],"generated":[214],"Mininet":[216],"emulator,":[218],"along":[219],"floodlight":[221],"controller,":[222],"presented":[225],"achieved":[228],"good":[229],"outcomes":[230],"both":[232],"detection":[233],"mitigation":[235],"processes.":[236]},"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
