{"id":"https://openalex.org/W4394912393","doi":"https://doi.org/10.1109/wetice57085.2023.10501947","title":"DDoS Detection Based on Hardware Performance Counters Selection","display_name":"DDoS Detection Based on Hardware Performance Counters Selection","publication_year":2023,"publication_date":"2023-12-14","ids":{"openalex":"https://openalex.org/W4394912393","doi":"https://doi.org/10.1109/wetice57085.2023.10501947"},"language":"en","primary_location":{"id":"doi:10.1109/wetice57085.2023.10501947","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wetice57085.2023.10501947","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE)","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/A5101680430","display_name":"Camila Dantas","orcid":"https://orcid.org/0000-0003-0610-6925"},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Camila Dantas","raw_affiliation_strings":["Universidade Federal de Pernambuco,Centro de Inform&#x00E1;tica,Recife,Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal de Pernambuco,Centro de Inform&#x00E1;tica,Recife,Brazil","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113363995","display_name":"Pablo Pessoa","orcid":null},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Pablo Pessoa","raw_affiliation_strings":["Universidade Federal de Pernambuco,Centro de Inform&#x00E1;tica,Recife,Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal de Pernambuco,Centro de Inform&#x00E1;tica,Recife,Brazil","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106232515","display_name":"Jo\u00e3o Dias Ferreira","orcid":"https://orcid.org/0009-0008-6485-1388"},"institutions":[{"id":"https://openalex.org/I62921916","display_name":"Universidade Federal Rural de Pernambuco","ror":"https://ror.org/02ksmb993","country_code":"BR","type":"education","lineage":["https://openalex.org/I62921916"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jo\u00e3o Ferreira","raw_affiliation_strings":["Col&#x00E9;gio Agr&#x00ED;cola Dom Agostinho Ikas da Universidade Federal Rural de Pernambuco,Recife,Brazil"],"affiliations":[{"raw_affiliation_string":"Col&#x00E9;gio Agr&#x00ED;cola Dom Agostinho Ikas da Universidade Federal Rural de Pernambuco,Recife,Brazil","institution_ids":["https://openalex.org/I62921916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054133174","display_name":"Paulo Maciel","orcid":"https://orcid.org/0000-0003-3159-6065"},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Paulo Maciel","raw_affiliation_strings":["Universidade Federal de Pernambuco,Centro de Inform&#x00E1;tica,Recife,Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal de Pernambuco,Centro de Inform&#x00E1;tica,Recife,Brazil","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011821071","display_name":"Jamilson Dantas","orcid":"https://orcid.org/0000-0001-9009-7659"},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jamilson Dantas","raw_affiliation_strings":["Universidade Federal de Pernambuco,Centro de Inform&#x00E1;tica,Recife,Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal de Pernambuco,Centro de Inform&#x00E1;tica,Recife,Brazil","institution_ids":["https://openalex.org/I25112270"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101680430"],"corresponding_institution_ids":["https://openalex.org/I25112270"],"apc_list":null,"apc_paid":null,"fwci":0.6019,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.70939556,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9997000098228455,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9986000061035156,"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":0.7914021015167236},{"id":"https://openalex.org/keywords/denial-of-service-attack","display_name":"Denial-of-service attack","score":0.6172096133232117},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6094020009040833},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.4515877068042755},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.34652620553970337},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29263755679130554},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.23720905184745789},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.08094725012779236}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7914021015167236},{"id":"https://openalex.org/C38822068","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Denial-of-service attack","level":3,"score":0.6172096133232117},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6094020009040833},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.4515877068042755},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.34652620553970337},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29263755679130554},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.23720905184745789},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.08094725012779236}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wetice57085.2023.10501947","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wetice57085.2023.10501947","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE)","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":41,"referenced_works":["https://openalex.org/W2034053858","https://openalex.org/W2034771464","https://openalex.org/W2295366739","https://openalex.org/W2346331195","https://openalex.org/W2364756084","https://openalex.org/W2883173712","https://openalex.org/W2884171711","https://openalex.org/W2890774642","https://openalex.org/W2919121218","https://openalex.org/W2939322147","https://openalex.org/W2946156428","https://openalex.org/W2955425106","https://openalex.org/W2961939060","https://openalex.org/W2965574698","https://openalex.org/W2977431911","https://openalex.org/W2979590797","https://openalex.org/W3007346474","https://openalex.org/W3039277599","https://openalex.org/W3041501626","https://openalex.org/W3042433202","https://openalex.org/W3045670632","https://openalex.org/W3080798771","https://openalex.org/W3083199354","https://openalex.org/W3083702481","https://openalex.org/W3097092811","https://openalex.org/W3130686357","https://openalex.org/W3137611750","https://openalex.org/W3159449492","https://openalex.org/W3161833296","https://openalex.org/W3184036958","https://openalex.org/W3186052223","https://openalex.org/W3188933089","https://openalex.org/W4210937029","https://openalex.org/W4211050110","https://openalex.org/W4212956615","https://openalex.org/W4256383029","https://openalex.org/W4285212536","https://openalex.org/W4293868343","https://openalex.org/W4318603791","https://openalex.org/W4319780845","https://openalex.org/W6696935964"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4386482731","https://openalex.org/W2765763546","https://openalex.org/W4385302085","https://openalex.org/W2360429410","https://openalex.org/W4256682929","https://openalex.org/W335511927","https://openalex.org/W2471811227","https://openalex.org/W2217591390"],"abstract_inverted_index":{"In":[0,43,142],"recent":[1],"years,":[2],"machine":[3],"learning":[4],"models":[5,23],"have":[6],"used":[7,94,106],"data":[8,58,175],"from":[9],"Hardware":[10],"Performance":[11],"Counters":[12],"(HPCs)":[13],"proposed":[14,188],"to":[15,29,37,50,61,95,166,197],"combat":[16],"Distributed":[17],"Denial":[18],"of":[19,54,102,119,159,186,200],"Service":[20],"(DDoS).":[21],"Several":[22],"use":[24,185],"feature":[25],"selection":[26,78],"(FS)":[27],"methods":[28,70,145],"deal":[30],"with":[31,202],"these":[32,160],"datasets\u2019":[33],"high":[34],"dimensionality,":[35],"seeking":[36],"develop":[38],"efficient":[39],"real-time":[40,191],"detection":[41,140,193],"systems.":[42],"this":[44],"work,":[45],"we":[46],"propose":[47],"a":[48,77],"methodology":[49],"evaluate":[51],"the":[52,68,88,97,100,103,117,120,127,135,151,157,173,184,187,198],"behavior":[53],"24":[55],"HPCs":[56,86,137,204],"whose":[57],"is":[59],"subjected":[60],"five":[62],"different":[63],"DDoS":[64,139],"attacks.":[65],"We":[66],"adopt":[67],"FS":[69],"Filter,":[71],"Wrapper,":[72],"Hybrid,":[73],"and":[74,91,195,209],"Embedded":[75],"as":[76,207],"method.":[79],"The":[80,122],"results":[81,101,124],"showed":[82,146],"that":[83,126],"three":[84],"main":[85],"are":[87],"most":[89],"impacted":[90],"may":[92],"be":[93],"detect":[96,167],"attacks,":[98],"keeping":[99],"classification":[104],"algorithms":[105],"in":[107,116,133],"validation":[108],"above":[109],"98%,":[110],"which":[111],"means":[112],"an":[113],"87.5%":[114],"reduction":[115],"dimensionality":[118],"dataset.":[121],"research":[123],"include":[125],"Filter":[128],"Approach":[129],"demonstrated":[130],"excellent":[131],"stability":[132],"indicating":[134],"best":[136],"for":[138,153,190],"performance.":[141],"contrast,":[143],"hybrid":[144],"more":[147],"unstable":[148],"results,":[149],"expanding":[150],"possibilities":[152],"future":[154],"studies":[155],"on":[156],"explainability":[158],"methods.":[161],"Finally,":[162],"selecting":[163],"essential":[164],"features":[165],"various":[168],"attack":[169,192],"types":[170],"can":[171],"reduce":[172],"HPC":[174],"collection":[176],"time":[177],"or":[178],"even":[179],"discard":[180],"multiplexing":[181],"techniques,":[182],"allowing":[183],"technique":[189],"environments":[194],"contributing":[196],"security":[199],"devices":[201],"fewer":[203],"available,":[205],"such":[206],"embedded":[208],"IoT":[210],"devices.":[211]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
