{"id":"https://openalex.org/W4402129706","doi":"https://doi.org/10.5753/wpeif.2024.3405","title":"Mitiga\u00e7\u00e3o Inteligente de Ataques DDoS em Redes O-RAN Utilizando Aprendizado de M\u00e1quina","display_name":"Mitiga\u00e7\u00e3o Inteligente de Ataques DDoS em Redes O-RAN Utilizando Aprendizado de M\u00e1quina","publication_year":2024,"publication_date":"2024-05-24","ids":{"openalex":"https://openalex.org/W4402129706","doi":"https://doi.org/10.5753/wpeif.2024.3405"},"language":"pt","primary_location":{"id":"doi:10.5753/wpeif.2024.3405","doi":"https://doi.org/10.5753/wpeif.2024.3405","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5753/wpeif.2024.3405","pdf_url":"https://sol.sbc.org.br/index.php/wpeif/article/download/29868/29671","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Anais do XV Workshop de Pesquisa Experimental da Internet do Futuro (WPEIF 2024)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://sol.sbc.org.br/index.php/wpeif/article/download/29868/29671","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109054600","display_name":"Victor Dias","orcid":"https://orcid.org/0000-0001-8051-1406","observed_orcids":["https://orcid.org/0000-0001-8051-1406"]},"institutions":[{"id":"https://openalex.org/I59606676","display_name":"Universidade Federal do Par\u00e1","ror":"https://ror.org/03q9sr818","country_code":"BR","type":"education","lineage":["https://openalex.org/I59606676"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Victor Dias","raw_affiliation_strings":["UFPA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UFPA","institution_ids":["https://openalex.org/I59606676"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046377590","display_name":"Murilo Silva","orcid":"https://orcid.org/0000-0003-1895-7807","observed_orcids":["https://orcid.org/0000-0003-1895-7807"]},"institutions":[{"id":"https://openalex.org/I59606676","display_name":"Universidade Federal do Par\u00e1","ror":"https://ror.org/03q9sr818","country_code":"BR","type":"education","lineage":["https://openalex.org/I59606676"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Murilo Silva","raw_affiliation_strings":["UFPA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UFPA","institution_ids":["https://openalex.org/I59606676"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113119377","display_name":"Matheus Gomes","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I59606676","display_name":"Universidade Federal do Par\u00e1","ror":"https://ror.org/03q9sr818","country_code":"BR","type":"education","lineage":["https://openalex.org/I59606676"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Matheus Gomes","raw_affiliation_strings":["UFPA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UFPA","institution_ids":["https://openalex.org/I59606676"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046361175","display_name":"Lucas B. Oliveira","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210152222","display_name":"National Education and Research Network","ror":"https://ror.org/04hztxs45","country_code":"BR","type":"other","lineage":["https://openalex.org/I4210152222"]},{"id":"https://openalex.org/I59606676","display_name":"Universidade Federal do Par\u00e1","ror":"https://ror.org/03q9sr818","country_code":"BR","type":"education","lineage":["https://openalex.org/I59606676"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Lucas B. Oliveira","raw_affiliation_strings":["UFPA / RNP"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UFPA / RNP","institution_ids":["https://openalex.org/I4210152222","https://openalex.org/I59606676"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048839201","display_name":"Andr\u00e9 Riker","orcid":"https://orcid.org/0009-0006-8864-9948","observed_orcids":["https://orcid.org/0009-0006-8864-9948","https://orcid.org/0000-0002-6594-8893"]},"institutions":[{"id":"https://openalex.org/I59606676","display_name":"Universidade Federal do Par\u00e1","ror":"https://ror.org/03q9sr818","country_code":"BR","type":"education","lineage":["https://openalex.org/I59606676"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Andr\u00e9 Riker","raw_affiliation_strings":["UFPA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UFPA","institution_ids":["https://openalex.org/I59606676"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052139976","display_name":"Ant\u00f4nio Abel\u00e9m","orcid":"https://orcid.org/0000-0003-4085-6674","observed_orcids":["https://orcid.org/0000-0003-4085-6674"]},"institutions":[{"id":"https://openalex.org/I59606676","display_name":"Universidade Federal do Par\u00e1","ror":"https://ror.org/03q9sr818","country_code":"BR","type":"education","lineage":["https://openalex.org/I59606676"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ant\u00f4nio Abel\u00e9m","raw_affiliation_strings":["UFPA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UFPA","institution_ids":["https://openalex.org/I59606676"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3118,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.3513115,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"55","last_page":"62"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.5640000104904175,"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":0.5640000104904175,"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":0.4221000075340271,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.0019000000320374966,"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/ddos-mitigation","display_name":"DDoS mitigation","score":0.8880000114440918},{"id":"https://openalex.org/keywords/open-ran","display_name":"Open RAN","score":0.9409999847412109},{"id":"https://openalex.org/keywords/5g-security","display_name":"5G security","score":0.7409999966621399},{"id":"https://openalex.org/keywords/machine-learning-for-anomaly-detection","display_name":"machine learning anomaly detection","score":0.6389999985694885},{"id":"https://openalex.org/keywords/xapps","display_name":"xApps","score":0.6759999990463257},{"id":"https://openalex.org/keywords/network-slicing","display_name":"network slicing","score":0.4320000112056732},{"id":"https://openalex.org/keywords/ric","display_name":"RIC","score":0.38499999046325684},{"id":"https://openalex.org/keywords/network-function-virtualization","display_name":"network function virtualization","score":0.7459999918937683},{"id":"https://openalex.org/keywords/software-defined-networking","display_name":"software-defined networking","score":0.8700000047683716}],"concepts":[{"id":"https://openalex.org/C38822068","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Denial-of-service attack","level":3,"score":0.6509798765182495},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5879031419754028},{"id":"https://openalex.org/C160704184","wikidata":"https://www.wikidata.org/wiki/Q18031028","display_name":"Ran","level":2,"score":0.543203592300415},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.26344984769821167},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.09969303011894226},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.06727784872055054}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5753/wpeif.2024.3405","doi":"https://doi.org/10.5753/wpeif.2024.3405","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5753/wpeif.2024.3405","pdf_url":"https://sol.sbc.org.br/index.php/wpeif/article/download/29868/29671","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Anais do XV Workshop de Pesquisa Experimental da Internet do Futuro (WPEIF 2024)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5753/wpeif.2024.3405","doi":"https://doi.org/10.5753/wpeif.2024.3405","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5753/wpeif.2024.3405","pdf_url":"https://sol.sbc.org.br/index.php/wpeif/article/download/29868/29671","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Anais do XV Workshop de Pesquisa Experimental da Internet do Futuro (WPEIF 2024)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":1.0,"id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402129706.pdf","grobid_xml":"https://content.openalex.org/works/W4402129706.grobid-xml"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W4310746777","https://openalex.org/W4317796310","https://openalex.org/W4323646088","https://openalex.org/W4328053442","https://openalex.org/W4381416011","https://openalex.org/W4387871162","https://openalex.org/W4389104731","https://openalex.org/W4389104783","https://openalex.org/W4389474279","https://openalex.org/W4390189751","https://openalex.org/W4391929662"],"related_works":["https://openalex.org/W7152050942","https://openalex.org/W7117901397","https://openalex.org/W4400233568","https://openalex.org/W4404628667","https://openalex.org/W7139139331","https://openalex.org/W4390189751","https://openalex.org/W4392152573","https://openalex.org/W4411232768","https://openalex.org/W4411232491","https://openalex.org/W7161171078"],"abstract_inverted_index":{"A":[0,88],"transi\u00e7\u00e3o":[1],"das":[2],"redes":[3,33],"m\u00f3veis":[4],"para":[5,40,93],"o":[6,24,52,72,95,102],"5G":[7],"estimulou":[8],"a":[9,42],"ado\u00e7\u00e3o":[10],"de":[11,18,63,74,97,104,115,117,119,129],"tecnologias":[12],"como":[13,23],"NFVs,":[14],"SDN,":[15],"slices":[16,84],"e":[17,21,44,76,100,122],"padr\u00f5es":[19,112],"abertos":[20],"interoper\u00e1veis":[22],"Open":[25],"RAN":[26],"(O-RAN).":[27],"Em":[28],"rela\u00e7\u00e3o":[29],"\u00e0":[30,109],"seguran\u00e7a,":[31],"as":[32],"O-RAN":[34],"se":[35],"encontram":[36],"nos":[37],"est\u00e1gios":[38],"iniciais":[39],"garantir":[41],"integridade":[43],"confiabilidade.":[45],"Diante":[46],"deste":[47],"cen\u00e1rio,":[48],"este":[49],"trabalho":[50],"prop\u00f5e":[51],"SID-xApp":[53],"(Slice":[54],"Intelligent":[55],"Defender":[56],"xApp),":[57],"uma":[58,127],"aplica\u00e7\u00e3o":[59],"integrada":[60],"ao":[61,131],"controlador":[62],"quase":[64],"tempo":[65],"real":[66],"da":[67,134],"rede":[68],"(Near-RT":[69],"RIC),":[70],"com":[71],"objetivo":[73],"identificar":[75,111],"mitigar":[77],"ataques":[78],"DDoS":[79],"que":[80],"possam":[81],"comprometer":[82],"os":[83],"presentes":[85],"na":[86],"O-RAN.":[87,135],"solu\u00e7\u00e3o":[89],"proposta":[90],"\u00e9":[91],"projetada":[92],"permitir":[94],"desenvolvimento":[96],"forma":[98],"modular":[99],"suportar":[101],"recebimento":[103],"m\u00e9tricas":[105],"dos":[106],"dispositivos":[107],"conectados":[108],"rede,":[110],"por":[113],"meio":[114],"modelos":[116],"aprendizado":[118],"m\u00e1quina":[120],"(AM)":[121],"desassociar":[123],"usu\u00e1rios":[124],"mal-intencionados,":[125],"proporcionando":[126],"camada":[128],"seguran\u00e7a":[130],"open":[132],"fronthaul":[133]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-10-01T08:54:57.152042","created_date":"2024-09-03T00:00:00"}