{"id":"https://openalex.org/W4411097508","doi":"https://doi.org/10.1145/3723178.3723234","title":"Deep Learning Based IoT Device Categorization Using Network Traffic Analysis","display_name":"Deep Learning Based IoT Device Categorization Using Network Traffic Analysis","publication_year":2024,"publication_date":"2024-10-17","ids":{"openalex":"https://openalex.org/W4411097508","doi":"https://doi.org/10.1145/3723178.3723234"},"language":"en","primary_location":{"id":"doi:10.1145/3723178.3723234","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3723178.3723234","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3723178.3723234","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Computing Advancements","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3723178.3723234","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Muazzem Hussain Khan","orcid":"https://orcid.org/0009-0007-9339-6911"},"institutions":[{"id":"https://openalex.org/I4210148693","display_name":"Metropolitan University","ror":"https://ror.org/04hdrrs71","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210148693"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Muazzem Hussain Khan","raw_affiliation_strings":["Dept. of Computer Science and Engineering, Metropolitan University, Sylhet, Bangladesh"],"raw_orcid":"https://orcid.org/0009-0007-9339-6911","affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Engineering, Metropolitan University, Sylhet, Bangladesh","institution_ids":["https://openalex.org/I4210148693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020244707","display_name":"Rajarshi Roy Chowdhury","orcid":"https://orcid.org/0000-0001-9235-3687"},"institutions":[{"id":"https://openalex.org/I103434671","display_name":"American International University-Bangladesh","ror":"https://ror.org/02j8ga255","country_code":"BD","type":"education","lineage":["https://openalex.org/I103434671"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Rajarshi Roy Chowdhury","raw_affiliation_strings":["Dept. of Computer Science, American International University-Bangladesh, Dhaka, Bangladesh"],"raw_orcid":"https://orcid.org/0000-0001-9235-3687","affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, American International University-Bangladesh, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I103434671"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Md. Safayet Hosen Talukder Arman","orcid":"https://orcid.org/0009-0008-5582-9672"},"institutions":[{"id":"https://openalex.org/I4210148693","display_name":"Metropolitan University","ror":"https://ror.org/04hdrrs71","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210148693"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Safayet Hosen Talukder Arman","raw_affiliation_strings":["Dept. of Computer Science and Engineering, Metropolitan University, Sylhet, Bangladesh"],"raw_orcid":"https://orcid.org/0009-0008-5582-9672","affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Engineering, Metropolitan University, Sylhet, Bangladesh","institution_ids":["https://openalex.org/I4210148693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093591847","display_name":"Rishad Amin Pulok","orcid":"https://orcid.org/0009-0002-2168-4838"},"institutions":[{"id":"https://openalex.org/I4210148693","display_name":"Metropolitan University","ror":"https://ror.org/04hdrrs71","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210148693"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Rishad Amin Pulok","raw_affiliation_strings":["Dept. of Computer Science and Engineering, Metropolitan University, Sylhet, Bangladesh"],"raw_orcid":"https://orcid.org/0009-0002-2168-4838","affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Engineering, Metropolitan University, Sylhet, Bangladesh","institution_ids":["https://openalex.org/I4210148693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101347422","display_name":"Md. Mahfujul Hasan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210148693","display_name":"Metropolitan University","ror":"https://ror.org/04hdrrs71","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210148693"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Mahfujul Hasan","raw_affiliation_strings":["Dept. of Computer Science and Engineering, Metropolitan University, Sylhet, Bangladesh"],"raw_orcid":"https://orcid.org/0009-0006-9710-5141","affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Engineering, Metropolitan University, Sylhet, Bangladesh","institution_ids":["https://openalex.org/I4210148693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116149793","display_name":"Abu Jafar Md Jakaria","orcid":null},"institutions":[{"id":"https://openalex.org/I4210148693","display_name":"Metropolitan University","ror":"https://ror.org/04hdrrs71","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210148693"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Abu Jafar Md Jakaria","raw_affiliation_strings":["Dept. of Computer Science and Engineering, Metropolitan University, Sylhet, Bangladesh"],"raw_orcid":"https://orcid.org/0009-0003-2932-5079","affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Engineering, Metropolitan University, Sylhet, Bangladesh","institution_ids":["https://openalex.org/I4210148693"]}]},{"author_position":"last","author":{"id":null,"display_name":"Bushra Azmat Hussain","orcid":"https://orcid.org/0009-0003-6838-3183"},"institutions":[{"id":"https://openalex.org/I4210148693","display_name":"Metropolitan University","ror":"https://ror.org/04hdrrs71","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210148693"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Bushra Azmat Hussain","raw_affiliation_strings":["Dept. of Computer Science and Engineering, Metropolitan University, Sylhet, Bangladesh"],"raw_orcid":"https://orcid.org/0009-0003-6838-3183","affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Engineering, Metropolitan University, Sylhet, Bangladesh","institution_ids":["https://openalex.org/I4210148693"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210148693"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.26983489,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"423","last_page":"428"},"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":0.9994999766349792,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9901999831199646,"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":0.7977273464202881},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.7322890758514404},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.48412713408470154},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47509634494781494},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.46763089299201965},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3421472907066345},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.18228137493133545}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7977273464202881},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.7322890758514404},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.48412713408470154},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47509634494781494},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.46763089299201965},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3421472907066345},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.18228137493133545}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3723178.3723234","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3723178.3723234","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3723178.3723234","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Computing Advancements","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3723178.3723234","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3723178.3723234","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3723178.3723234","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Computing Advancements","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411097508.pdf","grobid_xml":"https://content.openalex.org/works/W4411097508.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1874399837","https://openalex.org/W1978973474","https://openalex.org/W2417531178","https://openalex.org/W2618506493","https://openalex.org/W2768718335","https://openalex.org/W2792804648","https://openalex.org/W2888505697","https://openalex.org/W2903294440","https://openalex.org/W2961816263","https://openalex.org/W2963562852","https://openalex.org/W3018955550","https://openalex.org/W3043103359","https://openalex.org/W3092066520","https://openalex.org/W3109191887","https://openalex.org/W3116318880","https://openalex.org/W3205971195","https://openalex.org/W4226124430","https://openalex.org/W4245409806","https://openalex.org/W4312878958","https://openalex.org/W4315652052","https://openalex.org/W4378227148","https://openalex.org/W4387578594"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W4360585206","https://openalex.org/W4321369474","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756","https://openalex.org/W3086377361"],"abstract_inverted_index":{"Internet":[0],"of":[1,8,14,33,40,76,117],"Things":[2],"(IoT)":[3],"is":[4,82,97,124],"the":[5,12,15,21,24],"subsequent":[6],"stage":[7],"technological":[9],"progress":[10],"following":[11],"revolution":[13],"Internet,":[16],"which":[17],"enables":[18],"integration":[19],"between":[20],"digital":[22],"and":[23,42,50,67,145],"physical":[25],"realm.Diverse":[26],"IoT":[27,109,149],"devices":[28],"not":[29],"only":[30,100],"make":[31],"ease":[32],"life":[34],"but":[35],"also":[36],"introduce":[37],"new":[38,80],"types":[39,75],"network":[41,101,118],"data":[43,47],"security":[44,77],"threats,":[45],"including":[46],"privacy,":[48],"spoofing,":[49],"denial-of-service":[51],"attacks.Accurate":[52],"device":[53,61,94,133,150],"identification":[54],"may":[55],"assist":[56],"in":[57],"mitigating":[58],"these":[59],"issues.Traditional":[60],"identifiers":[62],"like":[63],"media":[64],"access":[65],"control":[66],"internet":[68],"protocol":[69],"addresses":[70],"are":[71,104,128],"susceptible":[72],"toward":[73],"various":[74],"threats.Therefore,":[78],"a":[79,93,114],"approach":[81,96],"required":[83],"without":[84],"using":[85],"explicit":[86],"identifiers.In":[87],"this":[88],"study,":[89],"deep":[90],"learning":[91],"based":[92],"fingerprinting":[95,134],"proposed,":[98],"whilst":[99,126],"traffic":[102,119],"characteristics":[103],"analyzed":[105],"to":[106],"identify":[107],"network-connected":[108],"devices.To":[110],"create":[111],"unique":[112],"fingerprints":[113,127],"significant":[115],"amount":[116],"(150":[120],"packets)":[121],"header":[122],"information":[123],"utilized,":[125],"represented":[129],"as":[130],"graphs.The":[131],"proposed":[132],"model":[135],"demonstrated":[136],"high":[137,152],"performance,":[138],"achieving":[139],"over":[140],"99%":[141],"precision,":[142],"recall,":[143],"f1-score,":[144],"accuracy":[146],"for":[147],"individual":[148],"identification.Achieved":[151],"performance":[153],"(over":[154]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}