{"id":"https://openalex.org/W4220805132","doi":"https://doi.org/10.1109/icce53296.2022.9730354","title":"IoT Device Identification Using Supervised Machine Learning","display_name":"IoT Device Identification Using Supervised Machine Learning","publication_year":2022,"publication_date":"2022-01-07","ids":{"openalex":"https://openalex.org/W4220805132","doi":"https://doi.org/10.1109/icce53296.2022.9730354"},"language":"en","primary_location":{"id":"doi:10.1109/icce53296.2022.9730354","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce53296.2022.9730354","pdf_url":null,"source":{"id":"https://openalex.org/S4363608007","display_name":"2022 IEEE International Conference on Consumer Electronics (ICCE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Consumer Electronics (ICCE)","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/A5100424412","display_name":"Yong Wang","orcid":"https://orcid.org/0000-0002-1448-8938"},"institutions":[{"id":"https://openalex.org/I125467818","display_name":"Dakota State University","ror":"https://ror.org/016yv6y68","country_code":"US","type":"education","lineage":["https://openalex.org/I125467818"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yong Wang","raw_affiliation_strings":["Dakota State University"],"affiliations":[{"raw_affiliation_string":"Dakota State University","institution_ids":["https://openalex.org/I125467818"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026032717","display_name":"Bhaskar Prasad Rimal","orcid":"https://orcid.org/0000-0001-7680-9293"},"institutions":[{"id":"https://openalex.org/I125467818","display_name":"Dakota State University","ror":"https://ror.org/016yv6y68","country_code":"US","type":"education","lineage":["https://openalex.org/I125467818"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bhaskar P. Rimal","raw_affiliation_strings":["Dakota State University"],"affiliations":[{"raw_affiliation_string":"Dakota State University","institution_ids":["https://openalex.org/I125467818"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073809148","display_name":"Mark Elder","orcid":"https://orcid.org/0000-0002-1651-7843"},"institutions":[{"id":"https://openalex.org/I125467818","display_name":"Dakota State University","ror":"https://ror.org/016yv6y68","country_code":"US","type":"education","lineage":["https://openalex.org/I125467818"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mark Elder","raw_affiliation_strings":["Dakota State University"],"affiliations":[{"raw_affiliation_string":"Dakota State University","institution_ids":["https://openalex.org/I125467818"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008287030","display_name":"Sofia I. Crespo Maldonado","orcid":null},"institutions":[{"id":"https://openalex.org/I1662191","display_name":"University of Puerto Rico at R\u00edo Piedras","ror":"https://ror.org/0453v4r20","country_code":"PR","type":"education","lineage":["https://openalex.org/I1662191","https://openalex.org/I200399037"]}],"countries":["PR"],"is_corresponding":false,"raw_author_name":"Sofia I. Crespo Maldonado","raw_affiliation_strings":["University of Puerto Rico Río Piedras","o Piedras"],"affiliations":[{"raw_affiliation_string":"University of Puerto Rico Río Piedras","institution_ids":["https://openalex.org/I1662191"]},{"raw_affiliation_string":"o Piedras","institution_ids":["https://openalex.org/I1662191"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051935412","display_name":"Helen Chen","orcid":"https://orcid.org/0000-0002-9401-7895"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Helen Chen","raw_affiliation_strings":["University of Maryland College Park"],"affiliations":[{"raw_affiliation_string":"University of Maryland College Park","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005128437","display_name":"Carson Koball","orcid":"https://orcid.org/0009-0001-2232-8205"},"institutions":[{"id":"https://openalex.org/I125467818","display_name":"Dakota State University","ror":"https://ror.org/016yv6y68","country_code":"US","type":"education","lineage":["https://openalex.org/I125467818"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Carson Koball","raw_affiliation_strings":["Dakota State University"],"affiliations":[{"raw_affiliation_string":"Dakota State University","institution_ids":["https://openalex.org/I125467818"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041499716","display_name":"Kaushik Ragothaman","orcid":"https://orcid.org/0000-0001-7733-973X"},"institutions":[{"id":"https://openalex.org/I125467818","display_name":"Dakota State University","ror":"https://ror.org/016yv6y68","country_code":"US","type":"education","lineage":["https://openalex.org/I125467818"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kaushik Ragothaman","raw_affiliation_strings":["Dakota State University"],"affiliations":[{"raw_affiliation_string":"Dakota State University","institution_ids":["https://openalex.org/I125467818"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100424412"],"corresponding_institution_ids":["https://openalex.org/I125467818"],"apc_list":null,"apc_paid":null,"fwci":2.3319,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.90774092,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9980999827384949,"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"}},"topics":[{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9980999827384949,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9933000206947327,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7914251089096069},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.625670850276947},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5617727041244507},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5181516408920288},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.4486874043941498},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.17394345998764038}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7914251089096069},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.625670850276947},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5617727041244507},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5181516408920288},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.4486874043941498},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.17394345998764038},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icce53296.2022.9730354","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce53296.2022.9730354","pdf_url":null,"source":{"id":"https://openalex.org/S4363608007","display_name":"2022 IEEE International Conference on Consumer Electronics (ICCE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Consumer Electronics (ICCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3285238300","display_name":null,"funder_award_id":"# CNS-1852145","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2101234009","https://openalex.org/W2182464523","https://openalex.org/W2242464395","https://openalex.org/W2343828539","https://openalex.org/W2472803348","https://openalex.org/W2591712613","https://openalex.org/W2621148797","https://openalex.org/W2754804809","https://openalex.org/W2798471379","https://openalex.org/W2900235511","https://openalex.org/W2912944782","https://openalex.org/W3124137347","https://openalex.org/W3154252585","https://openalex.org/W6675354045","https://openalex.org/W6744392808","https://openalex.org/W6789549409","https://openalex.org/W6982728064"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Internet":[0],"of":[1,17,24],"Things":[2],"(IoT)":[3],"has":[4,69],"been":[5,70],"increasingly":[6],"becoming":[7],"mainstream":[8],"and":[9,37,44,57,78,117,122],"can":[10],"be":[11],"considered":[12,150],"as":[13],"the":[14,18,64,145,149],"next":[15],"stage":[16],"internet":[19],"revolution.":[20],"The":[21,136],"increasing":[22],"use":[23],"IoT-based":[25],"applications":[26],"presents":[27],"several":[28],"issues":[29],"to":[30,40,47,54],"massively":[31],"connected":[32],"devices.":[33,135],"For":[34],"example,":[35],"companies":[36],"organizations":[38],"need":[39],"have":[41],"a":[42,97,129,140],"fast":[43],"reliable":[45],"way":[46],"identify":[48],"IoT":[49,102,134,146],"devices":[50,60,147],"on":[51,86],"their":[52],"networks":[53],"manage":[55],"access":[56],"prevent":[58],"vulnerable":[59],"from":[61],"connecting.":[62],"On":[63],"other":[65],"hand,":[66],"machine":[67,90,98,118,125],"learning":[68,126],"widely":[71],"used":[72],"for":[73,101],"image":[74],"processing,":[75],"intrusion":[76],"detection,":[77],"malware":[79],"classification.":[80],"However,":[81],"there":[82],"are":[83],"few":[84],"studies":[85],"device":[87,103],"identification":[88],"using":[89],"learning.":[91,119],"In":[92],"this":[93],"paper,":[94],"we":[95],"propose":[96],"learning-assisted":[99],"approach":[100],"identification.":[104],"That":[105],"includes":[106],"four":[107,124],"essential":[108],"components:":[109],"network":[110,151],"traffic":[111],"collection,":[112],"feature":[113],"extraction,":[114],"data":[115],"labeling,":[116],"We":[120],"test":[121],"evaluate":[123],"classifiers":[127],"in":[128,143,148],"testing":[130],"network,":[131],"including":[132],"multiple":[133],"evaluation":[137],"results":[138],"indicate":[139],"79%":[141],"accuracy":[142],"identifying":[144],"testbed.":[152]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}