{"id":"https://openalex.org/W4385329470","doi":"https://doi.org/10.1109/iwqos57198.2023.10188721","title":"Accurate IoT Device Identification based on A Few Network Traffic","display_name":"Accurate IoT Device Identification based on A Few Network Traffic","publication_year":2023,"publication_date":"2023-06-19","ids":{"openalex":"https://openalex.org/W4385329470","doi":"https://doi.org/10.1109/iwqos57198.2023.10188721"},"language":"en","primary_location":{"id":"doi:10.1109/iwqos57198.2023.10188721","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwqos57198.2023.10188721","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE/ACM 31st International Symposium on Quality of Service (IWQoS)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5005250767","display_name":"Shigeng Zhang","orcid":"https://orcid.org/0000-0001-5351-7239"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shigeng Zhang","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University,P.R. China","School of Computer Science and Engineering, Central South University, P.R. China","Zhengzhou Xinda Institute of Advanced Technology, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University,P.R. China","institution_ids":["https://openalex.org/I139660479"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, P.R. China","institution_ids":["https://openalex.org/I139660479"]},{"raw_affiliation_string":"Zhengzhou Xinda Institute of Advanced Technology, P.R. China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101722626","display_name":"Kai Xiao","orcid":"https://orcid.org/0000-0002-2558-073X"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Xiao","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University,P.R. China","School of Computer Science and Engineering, Central South University, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University,P.R. China","institution_ids":["https://openalex.org/I139660479"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, P.R. China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002275198","display_name":"Jianjiang Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianjiang Yu","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University,P.R. China","School of Computer Science and Engineering, Central South University, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University,P.R. China","institution_ids":["https://openalex.org/I139660479"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, P.R. China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100362298","display_name":"Xuan Liu","orcid":"https://orcid.org/0000-0002-1652-2466"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]},{"id":"https://openalex.org/I24407930","display_name":"Hunan University of Science and Engineering","ror":"https://ror.org/04ymz0q33","country_code":"CN","type":"education","lineage":["https://openalex.org/I24407930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuan Liu","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University,P.R. China","College of Computer Science and Electronic Engineering, Hunan University, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University,P.R. China","institution_ids":["https://openalex.org/I16609230","https://openalex.org/I24407930"]},{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, P.R. China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100442307","display_name":"Weiping Wang","orcid":"https://orcid.org/0000-0001-5255-5639"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiping Wang","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University,P.R. China","School of Computer Science and Engineering, Central South University, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University,P.R. China","institution_ids":["https://openalex.org/I139660479"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, P.R. China","institution_ids":["https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"01","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998000264167786,"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"}},"topics":[{"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":0.9998000264167786,"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/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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8166292905807495},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.8126355409622192},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5768534541130066},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5051615834236145},{"id":"https://openalex.org/keywords/asset","display_name":"Asset (computer security)","score":0.4133978486061096},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3858823776245117}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8166292905807495},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.8126355409622192},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5768534541130066},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5051615834236145},{"id":"https://openalex.org/C76178495","wikidata":"https://www.wikidata.org/wiki/Q4808784","display_name":"Asset (computer security)","level":2,"score":0.4133978486061096},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3858823776245117},{"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/iwqos57198.2023.10188721","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwqos57198.2023.10188721","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE/ACM 31st International Symposium on Quality of Service (IWQoS)","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":29,"referenced_works":["https://openalex.org/W1665214252","https://openalex.org/W1955055330","https://openalex.org/W1978973474","https://openalex.org/W2001637908","https://openalex.org/W2293605433","https://openalex.org/W2596636257","https://openalex.org/W2606537796","https://openalex.org/W2765739766","https://openalex.org/W2888096149","https://openalex.org/W2888505697","https://openalex.org/W2888774481","https://openalex.org/W2905724129","https://openalex.org/W2907410281","https://openalex.org/W2918956281","https://openalex.org/W2921669466","https://openalex.org/W2944968054","https://openalex.org/W2950767885","https://openalex.org/W2953381066","https://openalex.org/W2955014922","https://openalex.org/W2967495102","https://openalex.org/W2968197850","https://openalex.org/W2994639670","https://openalex.org/W3015589020","https://openalex.org/W3091198356","https://openalex.org/W3101877327","https://openalex.org/W3131324282","https://openalex.org/W6637242042","https://openalex.org/W6753952642","https://openalex.org/W6775471019"],"related_works":["https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2625093826","https://openalex.org/W2950174689","https://openalex.org/W4200598720","https://openalex.org/W2921026492","https://openalex.org/W4247463117","https://openalex.org/W4361251261","https://openalex.org/W3031181660"],"abstract_inverted_index":{"The":[0],"number":[1,104],"of":[2,18,76,79,105,156,178],"devices":[3,36,44,125,141,172,184],"connected":[4],"to":[5,32,63,93,115,152],"the":[6,15,74,77,83,98,120,154,187],"Internet":[7],"has":[8,58,166],"been":[9],"exploding":[10],"in":[11,73],"recent":[12],"years,":[13],"and":[14,28,40,66,180],"wide":[16],"range":[17],"device":[19,55,87],"types":[20],"poses":[21],"a":[22,102,135,175],"serious":[23],"challenge":[24],"for":[25,101,139,170],"asset":[26],"management":[27],"maintenance.":[29],"We":[30],"need":[31],"know":[33],"if":[34,41],"IoT":[35,54,81,86,107,140],"are":[37,43,91,112],"under":[38],"cyberattack":[39],"there":[42],"that":[45,161,173,185],"violate":[46],"our":[47,162],"privacy,":[48],"such":[49],"as":[50],"pinhole":[51],"cameras.":[52],"Traffic-oriented":[53],"type":[56,88,136],"identification":[57,89,110,137,164,168],"become":[59],"an":[60],"effective":[61],"method":[62,138,165],"prevent":[64],"cyberattacks":[65],"manage":[67],"assets,":[68],"but":[69],"at":[70],"this":[71,130],"stage,":[72],"face":[75],"proliferation":[78],"novel":[80,183],"devices,":[82,108],"current":[84],"mainstream":[85],"methods":[90,111],"difficult":[92],"identify":[94,182],"them":[95],"successfully.":[96],"At":[97],"same":[99],"time,":[100],"significant":[103],"lightweight":[106],"most":[109],"simply":[113],"unable":[114],"make":[116],"correct":[117],"identifications":[118],"because":[119],"traffic":[121],"generated":[122],"by":[123],"these":[124],"is":[126],"too":[127],"little.":[128],"In":[129],"paper,":[131],"we":[132],"propose":[133],"IoT-Siamese,":[134],"based":[142],"on":[143,149],"few-shot":[144],"traffic,":[145,179],"which":[146],"mainly":[147],"relies":[148],"Siamese":[150],"network":[151],"solve":[153],"problem":[155],"few":[157],"samples.":[158],"Experiments":[159],"show":[160],"proposed":[163],"high":[167],"accuracy":[169],"those":[171],"generate":[174],"small":[176],"volume":[177],"effectively":[181],"join":[186],"network.":[188]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
