乐胖代购免代理版

{"id":"https://openalex.org/W4381744970","doi":"https://doi.org/10.1109/noms56928.2023.10154276","title":"Detection of IoT Devices and Network Anomalies based on Anonymized Network Traffic","display_name":"Detection of IoT Devices and Network Anomalies based on Anonymized Network Traffic","publication_year":2023,"publication_date":"2023-05-08","ids":{"openalex":"https://openalex.org/W4381744970","doi":"https://doi.org/10.1109/noms56928.2023.10154276"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/noms56928.2023.10154276","pdf_url":null,"source":{"id":"https://openalex.org/S4363605650","display_name":"NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5073594404","display_name":"Ariel L. C. Portela","orcid":"https://orcid.org/0000-0001-6128-3794"},"institutions":[{"id":"https://openalex.org/I102939073","display_name":"Universidade Estadual do Cear\u00e1","ror":"https://ror.org/00sec1m50","country_code":"BR","type":"funder","lineage":["https://openalex.org/I102939073"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ariel L. Portela","raw_affiliation_strings":["State University of Ceará (UECE),Fortaleza,CE,Brazil"],"affiliations":[{"raw_affiliation_string":"State University of Ceará (UECE),Fortaleza,CE,Brazil","institution_ids":["https://openalex.org/I102939073"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106426729","display_name":"Rafael A. Menezes","orcid":"https://orcid.org/0009-0008-1208-3110"},"institutions":[{"id":"https://openalex.org/I102939073","display_name":"Universidade Estadual do Cear\u00e1","ror":"https://ror.org/00sec1m50","country_code":"BR","type":"funder","lineage":["https://openalex.org/I102939073"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rafael A. Menezes","raw_affiliation_strings":["State University of Ceará (UECE),Fortaleza,CE,Brazil"],"affiliations":[{"raw_affiliation_string":"State University of Ceará (UECE),Fortaleza,CE,Brazil","institution_ids":["https://openalex.org/I102939073"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073795760","display_name":"Wanderson L. Costa","orcid":null},"institutions":[{"id":"https://openalex.org/I102939073","display_name":"Universidade Estadual do Cear\u00e1","ror":"https://ror.org/00sec1m50","country_code":"BR","type":"funder","lineage":["https://openalex.org/I102939073"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Wanderson L. Costa","raw_affiliation_strings":["State University of Ceará (UECE),Fortaleza,CE,Brazil"],"affiliations":[{"raw_affiliation_string":"State University of Ceará (UECE),Fortaleza,CE,Brazil","institution_ids":["https://openalex.org/I102939073"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018119979","display_name":"Matheus M. Silveira","orcid":"https://orcid.org/0000-0003-3385-5155"},"institutions":[{"id":"https://openalex.org/I102939073","display_name":"Universidade Estadual do Cear\u00e1","ror":"https://ror.org/00sec1m50","country_code":"BR","type":"funder","lineage":["https://openalex.org/I102939073"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Matheus M. Silveira","raw_affiliation_strings":["State University of Ceará (UECE),Fortaleza,CE,Brazil"],"affiliations":[{"raw_affiliation_string":"State University of Ceará (UECE),Fortaleza,CE,Brazil","institution_ids":["https://openalex.org/I102939073"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092244624","display_name":"Luiz F. Bittecnourt","orcid":null},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"funder","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Luiz F. Bittecnourt","raw_affiliation_strings":["University of Campinas (UNICAMP), Campinas, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"University of Campinas (UNICAMP), Campinas, SP, Brazil","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019321164","display_name":"Rafael L. Gomes","orcid":"https://orcid.org/0000-0001-7922-0695"},"institutions":[{"id":"https://openalex.org/I102939073","display_name":"Universidade Estadual do Cear\u00e1","ror":"https://ror.org/00sec1m50","country_code":"BR","type":"funder","lineage":["https://openalex.org/I102939073"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rafael Lopes Gomes","raw_affiliation_strings":["State University of Ceará (UECE),Fortaleza,CE,Brazil"],"affiliations":[{"raw_affiliation_string":"State University of Ceará (UECE),Fortaleza,CE,Brazil","institution_ids":["https://openalex.org/I102939073"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.836,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.431761,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9999,"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"}},"topics":[{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9999,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998,"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":0.9986,"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/identification","display_name":"Identification","score":0.65608007},{"id":"https://openalex.org/keywords/traffic-classification","display_name":"Traffic classification","score":0.44517335},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.4143468}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7844295},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7838367},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.67313457},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.65608007},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.49855852},{"id":"https://openalex.org/C169988225","wikidata":"https://www.wikidata.org/wiki/Q7832484","display_name":"Traffic classification","level":3,"score":0.44517335},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.4143468},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3969648},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36485535},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.35797095},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.119018376},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/noms56928.2023.10154276","pdf_url":null,"source":{"id":"https://openalex.org/S4363605650","display_name":"NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.66,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, justice, and strong institutions"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":22,"referenced_works":["https://openalex.org/W2029246382","https://openalex.org/W2056132907","https://openalex.org/W2078021840","https://openalex.org/W2089572368","https://openalex.org/W2597418831","https://openalex.org/W2736089194","https://openalex.org/W2888505697","https://openalex.org/W2957283238","https://openalex.org/W2982682021","https://openalex.org/W3012111863","https://openalex.org/W3118226668","https://openalex.org/W3160450178","https://openalex.org/W4200367758","https://openalex.org/W4211105011","https://openalex.org/W4226543493","https://openalex.org/W4229072189","https://openalex.org/W4246315936","https://openalex.org/W4281766094","https://openalex.org/W4282946461","https://openalex.org/W4286255938","https://openalex.org/W4294541781","https://openalex.org/W4306407754"],"related_works":["https://openalex.org/W4377864969","https://openalex.org/W4300558037","https://openalex.org/W4290647774","https://openalex.org/W3210364259","https://openalex.org/W3207797160","https://openalex.org/W3189286258","https://openalex.org/W3030345572","https://openalex.org/W2912112202","https://openalex.org/W2806741695","https://openalex.org/W2667207928"],"abstract_inverted_index":{"Nowadays,":[0],"a":[1,17,56,98],"crucial":[2],"aspect":[3],"of":[4],"IoT":[5,25,100],"networks":[6],"management":[7],"is":[8,65,107],"traffic":[9,39,102],"monitoring,":[10],"where":[11],"Machine":[12],"Learning":[13],"(ML)":[14],"arose":[15],"as":[16,24],"tool":[18],"to":[19,35,58,76,109],"perform":[20,59,77],"several":[21],"tasks,":[22],"such":[23],"device":[26,91],"identification":[27,48],"and":[28,46,92],"network":[29,38,78,84,101,111],"anomalies":[30,112],"detection.":[31],"However,":[32],"the":[33,90],"access":[34],"information":[36],"about":[37],"can":[40],"affect":[41],"users'":[42],"privacy,":[43],"regarding":[44],"devices":[45],"users":[47],"and,":[49],"consequently,":[50],"violating":[51],"existing":[52],"privacy":[53,64,87],"regulations.":[54],"Thus,":[55],"solution":[57,75],"anomaly":[60,79],"detection":[61,80],"without":[62],"compromising":[63],"necessary.":[66],"Within":[67],"this":[68,70],"context,":[69],"paper":[71],"presents":[72],"an":[73],"ML":[74],"based":[81],"on":[82],"anonymized":[83],"traffic,":[85],"ensuring":[86],"when":[88],"identifying":[89],"performing":[93],"features":[94],"selection.":[95],"Experiments":[96],"using":[97],"real":[99],"dataset":[103],"indicate":[104],"that":[105],"it":[106],"possible":[108],"detect":[110],"with":[113],"99%":[114],"accuracy":[115],"while":[116],"preserving":[117],"privacy.":[118]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4381744970","counts_by_year":[{"year":2024,"cited_by_count":14}],"updated_date":"2025-04-21T08:59:47.975741","created_date":"2023-06-24"}