{"id":"https://openalex.org/W2901321248","doi":"https://doi.org/10.1109/iscc.2018.8538630","title":"An efficient approach for device identification and traffic classification in IoT ecosystems","display_name":"An efficient approach for device identification and traffic classification in IoT ecosystems","publication_year":2018,"publication_date":"2018-06-01","ids":{"openalex":"https://openalex.org/W2901321248","doi":"https://doi.org/10.1109/iscc.2018.8538630","mag":"2901321248"},"language":"en","primary_location":{"id":"doi:10.1109/iscc.2018.8538630","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscc.2018.8538630","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Symposium on Computers and Communications (ISCC)","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/A5003638486","display_name":"Matias R. P. dos Santos","orcid":"https://orcid.org/0000-0002-8356-157X"},"institutions":[{"id":"https://openalex.org/I243754102","display_name":"Universidade Federal do Cear\u00e1","ror":"https://ror.org/03srtnf24","country_code":"BR","type":"education","lineage":["https://openalex.org/I243754102"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Matias R. P. Santos","raw_affiliation_strings":["Depto. de Computa\u00e7\u00e3o Fortaleza, Universidade Federal do Cear\u00e1, Brazil"],"affiliations":[{"raw_affiliation_string":"Depto. de Computa\u00e7\u00e3o Fortaleza, Universidade Federal do Cear\u00e1, Brazil","institution_ids":["https://openalex.org/I243754102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028095132","display_name":"Rossana M. C. Andrade","orcid":"https://orcid.org/0000-0002-0186-2994"},"institutions":[{"id":"https://openalex.org/I243754102","display_name":"Universidade Federal do Cear\u00e1","ror":"https://ror.org/03srtnf24","country_code":"BR","type":"education","lineage":["https://openalex.org/I243754102"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rossana M. C. Andrade","raw_affiliation_strings":["Depto. de Computa\u00e7\u00e3o Fortaleza, Universidade Federal do Cear\u00e1, Brazil"],"affiliations":[{"raw_affiliation_string":"Depto. de Computa\u00e7\u00e3o Fortaleza, Universidade Federal do Cear\u00e1, Brazil","institution_ids":["https://openalex.org/I243754102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034760736","display_name":"Danielo G. Gomes","orcid":"https://orcid.org/0000-0002-8285-4629"},"institutions":[{"id":"https://openalex.org/I243754102","display_name":"Universidade Federal do Cear\u00e1","ror":"https://ror.org/03srtnf24","country_code":"BR","type":"education","lineage":["https://openalex.org/I243754102"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Danielo G. Gomes","raw_affiliation_strings":["Depto. de Engenharia de Teleinform\u00e1tica Fortaleza, Universidade Federal do Cear\u00e1, Brazil"],"affiliations":[{"raw_affiliation_string":"Depto. de Engenharia de Teleinform\u00e1tica Fortaleza, Universidade Federal do Cear\u00e1, Brazil","institution_ids":["https://openalex.org/I243754102"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004587784","display_name":"Arthur Callado","orcid":null},"institutions":[{"id":"https://openalex.org/I243754102","display_name":"Universidade Federal do Cear\u00e1","ror":"https://ror.org/03srtnf24","country_code":"BR","type":"education","lineage":["https://openalex.org/I243754102"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Arthur C. Callado","raw_affiliation_strings":["Campus de Quixad\u00e1 Quixad\u00e1, Universidade Federal do Cear\u00e1, Brazil"],"affiliations":[{"raw_affiliation_string":"Campus de Quixad\u00e1 Quixad\u00e1, Universidade Federal do Cear\u00e1, Brazil","institution_ids":["https://openalex.org/I243754102"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5003638486"],"corresponding_institution_ids":["https://openalex.org/I243754102"],"apc_list":null,"apc_paid":null,"fwci":3.4206,"has_fulltext":false,"cited_by_count":52,"citation_normalized_percentile":{"value":0.94059692,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"00304","last_page":"00309"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9991999864578247,"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":0.9988999962806702,"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/computer-science","display_name":"Computer science","score":0.8011677861213684},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.7186858057975769},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.6619147658348083},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5065978765487671},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5028137564659119},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4668828547000885},{"id":"https://openalex.org/keywords/traffic-classification","display_name":"Traffic classification","score":0.44971737265586853},{"id":"https://openalex.org/keywords/interconnection","display_name":"Interconnection","score":0.44856569170951843},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.41270118951797485},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3981143832206726},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35589599609375},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3442692756652832},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.270141065120697},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.16436395049095154}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8011677861213684},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7186858057975769},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.6619147658348083},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5065978765487671},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5028137564659119},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4668828547000885},{"id":"https://openalex.org/C169988225","wikidata":"https://www.wikidata.org/wiki/Q7832484","display_name":"Traffic classification","level":3,"score":0.44971737265586853},{"id":"https://openalex.org/C123745756","wikidata":"https://www.wikidata.org/wiki/Q1665949","display_name":"Interconnection","level":2,"score":0.44856569170951843},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.41270118951797485},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3981143832206726},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35589599609375},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3442692756652832},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.270141065120697},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.16436395049095154},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscc.2018.8538630","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscc.2018.8538630","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Symposium on Computers and Communications (ISCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W99674370","https://openalex.org/W1495633614","https://openalex.org/W1521553548","https://openalex.org/W1543537233","https://openalex.org/W1549477237","https://openalex.org/W2051000513","https://openalex.org/W2058401212","https://openalex.org/W2062401262","https://openalex.org/W2078220749","https://openalex.org/W2079279860","https://openalex.org/W2096118443","https://openalex.org/W2105103777","https://openalex.org/W2120948237","https://openalex.org/W2161251616","https://openalex.org/W2596636257","https://openalex.org/W2605943641","https://openalex.org/W2621148797","https://openalex.org/W2768718335","https://openalex.org/W2899033095","https://openalex.org/W3103913776","https://openalex.org/W6755438845"],"related_works":["https://openalex.org/W2748366205","https://openalex.org/W2179383277","https://openalex.org/W4283067488","https://openalex.org/W2150112236","https://openalex.org/W4251136256","https://openalex.org/W2891925184","https://openalex.org/W4225266688","https://openalex.org/W1577081734","https://openalex.org/W3212742420","https://openalex.org/W3088216019"],"abstract_inverted_index":{"Internet":[0,16],"of":[1,12,31,106,129,132,148,156,162],"Things":[2],"arises":[3],"as":[4,38,91],"a":[5,114,120],"computational":[6,44],"paradigm":[7],"that":[8,34,52,116],"promotes":[9],"the":[10,15,25,29,65,104,127,130,133,141,146,152,154,157],"interconnection":[11],"objects":[13,33],"to":[14,49,62,78,84,102,144],"and":[17,22,42,55,83,97],"enables":[18],"interaction,":[19],"operational":[20],"efficiency,":[21],"communication.":[23],"With":[24],"increasing":[26],"inclusion":[27],"in":[28,80],"network":[30,81,107,149],"intelligent":[32],"have":[35,71],"characteristics":[36],"such":[37,90],"diversity,":[39],"heterogeneity,":[40],"mobility":[41],"low":[43],"power,":[45],"it":[46,59],"is":[47,60],"fundamental":[48],"develop":[50],"mechanisms":[51],"allow":[53],"management":[54],"control.":[56],"In":[57,100,151],"addition,":[58],"important":[61,77],"identify":[63],"whether":[64],"assets":[66],"are":[67,76],"working":[68],"properly":[69],"or":[70],"anomalies.":[72],"Traffic":[73],"classification":[74,147],"techniques":[75],"aid":[79],"analysis":[82],"handle":[85],"many":[86],"other":[87],"key":[88],"aspects":[89],"security,":[92],"management,":[93],"access":[94],"control,":[95],"provisioning,":[96],"resource":[98],"allocation.":[99],"order":[101],"promote":[103],"identification":[105,155],"devices,":[108],"especially":[109],"IoT,":[110],"this":[111,136],"article":[112],"presents":[113],"technique":[115],"uses":[117],"Random":[118],"Forest,":[119],"supervised":[121],"automatic":[122],"learning":[123],"algorithm,":[124],"together":[125],"with":[126],"inspection":[128],"contents":[131],"packages":[134],"for":[135],"purpose.":[137],"Also,":[138],"we":[139],"use":[140],"same":[142],"algorithm":[143],"perform":[145],"traffic.":[150],"end,":[153],"devices":[158],"showed":[159],"an":[160],"accuracy":[161],"approximately":[163],"99%.":[164]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":17},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":1}],"updated_date":"2026-02-25T23:00:34.991745","created_date":"2025-10-10T00:00:00"}
