{"id":"https://openalex.org/W3010664548","doi":"https://doi.org/10.1109/milcom47813.2019.9020977","title":"IoTSpot: Identifying the IoT Devices Using their Anonymous Network Traffic Data","display_name":"IoTSpot: Identifying the IoT Devices Using their Anonymous Network Traffic Data","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W3010664548","doi":"https://doi.org/10.1109/milcom47813.2019.9020977","mag":"3010664548"},"language":"en","primary_location":{"id":"doi:10.1109/milcom47813.2019.9020977","is_oa":false,"landing_page_url":"https://doi.org/10.1109/milcom47813.2019.9020977","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"MILCOM 2019 - 2019 IEEE Military Communications Conference (MILCOM)","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/A5065777783","display_name":"Liangdong Deng","orcid":"https://orcid.org/0000-0002-6787-7582"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Liangdong Deng","raw_affiliation_strings":["School of Computing and Information Sciences, Florida International University"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Sciences, Florida International University","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047741086","display_name":"Yuzhou Feng","orcid":"https://orcid.org/0000-0002-2955-4053"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuzhou Feng","raw_affiliation_strings":["School of Computing and Information Sciences, Florida International University"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Sciences, Florida International University","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023086465","display_name":"Dong Chen","orcid":"https://orcid.org/0000-0003-2063-3676"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dong Chen","raw_affiliation_strings":["School of Computing and Information Sciences, Florida International University"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Sciences, Florida International University","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109242911","display_name":"Naphtali Rishe","orcid":null},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Naphtali Rishe","raw_affiliation_strings":["School of Computing and Information Sciences, Florida International University"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Sciences, Florida International University","institution_ids":["https://openalex.org/I19700959"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5065777783"],"corresponding_institution_ids":["https://openalex.org/I19700959"],"apc_list":null,"apc_paid":null,"fwci":1.5402,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.8780562,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":1.0,"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":1.0,"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":0.9998999834060669,"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":0.9998999834060669,"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":0.7137019634246826},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.6267894506454468},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5269713401794434},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4762040376663208}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7137019634246826},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.6267894506454468},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5269713401794434},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4762040376663208}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/milcom47813.2019.9020977","is_oa":false,"landing_page_url":"https://doi.org/10.1109/milcom47813.2019.9020977","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"MILCOM 2019 - 2019 IEEE Military Communications Conference (MILCOM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2012095206","https://openalex.org/W2150779517","https://openalex.org/W2574448563","https://openalex.org/W2792078641","https://openalex.org/W2888505697","https://openalex.org/W2890188242","https://openalex.org/W2890356659","https://openalex.org/W2890559797","https://openalex.org/W2890591751","https://openalex.org/W2928689123","https://openalex.org/W6732005117","https://openalex.org/W6753654257"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2390279801","https://openalex.org/W2625093826","https://openalex.org/W4391913857","https://openalex.org/W2358668433"],"abstract_inverted_index":{"The":[0,43],"Internet":[1,55],"of":[2,40,124,164,207,231],"Things":[3],"(IoT)":[4],"has":[5,98],"been":[6],"erupting":[7],"the":[8,12,34,38,122,138,160,173,227,239],"world":[9],"widely":[10],"over":[11],"decade.":[13],"Smart":[14],"home":[15],"owners":[16],"and":[17,28,59,62,69,92,152,162,234,242],"smart":[18,232,235],"building":[19],"managers":[20],"are":[21,52,103,128],"increasingly":[22],"deploying":[23],"IoT":[24,41,50,101,126,145,174,202],"devices":[25,51,102,127,146,175,203],"to":[26,33,67,105,171,199,237],"monitor":[27,238],"control":[29],"their":[30,131,177],"environments":[31],"due":[32],"rapid":[35],"decline":[36],"in":[37,130],"price":[39],"devices.":[42,249],"network":[44,74,139,149,179,187],"traffic":[45,75,140,150,180,188],"data":[46,76,141,189,217],"produced":[47],"by":[48,54],"these":[49,115],"collected":[53],"Service":[56],"Providers":[57],"(ISPs)":[58],"telecom":[60],"providers,":[61],"often":[63],"shared":[64],"with":[65,85,204],"third-parties":[66],"maintain":[68],"promote":[70],"user":[71],"services.":[72],"Such":[73],"is":[77,82,136,142,197],"considered":[78],"\u201canonymous\u201d":[79,178],"if":[80],"it":[81],"not":[83,112,143],"associated":[84],"identifying":[86],"device":[87,156],"information,":[88],"e.g.,":[89],"MAC":[90],"address":[91],"DHCP":[93],"negotiation.":[94],"Extensive":[95],"prior":[96],"work":[97],"shown":[99],"that":[100,114,137,195],"vulnerable":[104],"multiple":[106],"cyber":[107],"attacks.":[108],"However,":[109],"people":[110],"do":[111],"believe":[113],"attacks":[116],"can":[117],"be":[118],"launched":[119],"successfully":[120],"without":[121,245],"knowledge":[123],"what":[125],"deployed":[129],"houses.":[132],"Our":[133],"key":[134],"insight":[135],"anonymous:":[144],"have":[147],"unique":[148],"patterns,":[151],"they":[153],"embedded":[154],"detailed":[155],"information.":[157],"To":[158],"explore":[159],"severity":[161],"extent":[163],"this":[165],"privacy":[166,243],"threat,":[167],"we":[168],"design":[169],"IoTSpot":[170,184,196,225],"identify":[172,200],"using":[176],"data.":[181],"We":[182,193],"evaluate":[183],"on":[185],"publicly-available":[186],"from":[190],"3":[191],"homes.":[192],"find":[194],"able":[198],"19":[201],"F1":[205],"accuracy":[206],"0.984.":[208],"More":[209],"importantly,":[210],"our":[211],"approach":[212],"only":[213],"requires":[214],"very":[215],"limited":[216],"for":[218,229],"training,":[219],"as":[220,222],"few":[221],"40":[223],"minutes.":[224],"paves":[226],"way":[228],"operators":[230],"homes":[233],"buildings":[236],"functionality,":[240],"security":[241],"threat":[244],"requiring":[246],"any":[247],"additional":[248]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}