{"id":"https://openalex.org/W2789476567","doi":"https://doi.org/10.1109/tsusc.2018.2808455","title":"Identification of Wearable Devices with Bluetooth","display_name":"Identification of Wearable Devices with Bluetooth","publication_year":2018,"publication_date":"2018-02-21","ids":{"openalex":"https://openalex.org/W2789476567","doi":"https://doi.org/10.1109/tsusc.2018.2808455","mag":"2789476567"},"language":"en","primary_location":{"id":"doi:10.1109/tsusc.2018.2808455","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsusc.2018.2808455","pdf_url":null,"source":{"id":"https://openalex.org/S4210221417","display_name":"IEEE Transactions on Sustainable Computing","issn_l":"2377-3782","issn":["2377-3782","2377-3790"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Sustainable Computing","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1809.10387","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022717159","display_name":"Hidayet Aksu","orcid":"https://orcid.org/0000-0003-0159-2522"},"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":"Hidayet Aksu","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Florida International University, Miami, FL, USA"],"raw_orcid":"https://orcid.org/0000-0003-0159-2522","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Florida International University, Miami, FL, USA","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019145852","display_name":"A. Selcuk Uluagac","orcid":"https://orcid.org/0000-0002-9823-3464"},"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":"A. Selcuk Uluagac","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Florida International University, Miami, FL, USA"],"raw_orcid":"https://orcid.org/0000-0002-9823-3464","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Florida International University, Miami, FL, USA","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071876359","display_name":"Elizabeth Serena Bentley","orcid":"https://orcid.org/0000-0003-0972-9933"},"institutions":[{"id":"https://openalex.org/I1280414376","display_name":"United States Air Force Research Laboratory","ror":"https://ror.org/02e2egq70","country_code":"US","type":"facility","lineage":["https://openalex.org/I1280414376","https://openalex.org/I1330347796","https://openalex.org/I4210102105","https://openalex.org/I4389425425"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elizabeth S. Bentley","raw_affiliation_strings":["Air Force Research Lab., Rome, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Air Force Research Lab., Rome, NY, USA","institution_ids":["https://openalex.org/I1280414376"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.3209,"has_fulltext":false,"cited_by_count":51,"citation_normalized_percentile":{"value":0.96622618,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"6","issue":"2","first_page":"221","last_page":"230"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11800","display_name":"User Authentication and Security Systems","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11800","display_name":"User Authentication and Security Systems","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.9987999796867371,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9983000159263611,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.8924330472946167},{"id":"https://openalex.org/keywords/bluetooth","display_name":"Bluetooth","score":0.7796971797943115},{"id":"https://openalex.org/keywords/smartwatch","display_name":"Smartwatch","score":0.7501171827316284},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7270044088363647},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.6870407462120056},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5802916288375854},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.47719964385032654},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.4221721589565277},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.4121033549308777},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3698350191116333},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.24314716458320618},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08180451393127441},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.07503065466880798}],"concepts":[{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.8924330472946167},{"id":"https://openalex.org/C546215728","wikidata":"https://www.wikidata.org/wiki/Q39531","display_name":"Bluetooth","level":3,"score":0.7796971797943115},{"id":"https://openalex.org/C29794715","wikidata":"https://www.wikidata.org/wiki/Q5362345","display_name":"Smartwatch","level":3,"score":0.7501171827316284},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7270044088363647},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.6870407462120056},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5802916288375854},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.47719964385032654},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4221721589565277},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.4121033549308777},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3698350191116333},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.24314716458320618},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08180451393127441},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.07503065466880798},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tsusc.2018.2808455","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsusc.2018.2808455","pdf_url":null,"source":{"id":"https://openalex.org/S4210221417","display_name":"IEEE Transactions on Sustainable Computing","issn_l":"2377-3782","issn":["2377-3782","2377-3790"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Sustainable Computing","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1809.10387","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1809.10387","pdf_url":"https://arxiv.org/pdf/1809.10387","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1809.10387","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1809.10387","pdf_url":"https://arxiv.org/pdf/1809.10387","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.44999998807907104,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G1637051492","display_name":"CAREER: Securing Sensory Side-Channels in Cyber-Physical Systems","funder_award_id":"1453647","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6827213485","display_name":null,"funder_award_id":"AFRL-FA8750-13-2-0116","funder_id":"https://openalex.org/F4320338294","funder_display_name":"Air Force Research Laboratory"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320338294","display_name":"Air Force Research Laboratory","ror":"https://ror.org/02e2egq70"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W58365991","https://openalex.org/W1575325967","https://openalex.org/W1598169875","https://openalex.org/W1874399837","https://openalex.org/W1978973474","https://openalex.org/W2019866007","https://openalex.org/W2052476756","https://openalex.org/W2057879966","https://openalex.org/W2065085533","https://openalex.org/W2122237830","https://openalex.org/W2127133592","https://openalex.org/W2131776665","https://openalex.org/W2133990480","https://openalex.org/W2151043249","https://openalex.org/W2155886813","https://openalex.org/W2564566221","https://openalex.org/W6635785157","https://openalex.org/W6730999400"],"related_works":["https://openalex.org/W4285587629","https://openalex.org/W2765158217","https://openalex.org/W3047531582","https://openalex.org/W2599755607","https://openalex.org/W3090300519","https://openalex.org/W2514492205","https://openalex.org/W4250401876","https://openalex.org/W2943851981","https://openalex.org/W2756171776","https://openalex.org/W2481123202"],"abstract_inverted_index":{"With":[0],"wearable":[1,40,55,84,110,147,152],"devices":[2,41],"such":[3],"as":[4],"smartwatches":[5],"on":[6,26,88,150,179],"the":[7,10,20,28,31,99,123,127,132,137,143,161,164,192],"rise":[8],"in":[9,122],"consumer":[11],"electronics":[12],"market,":[13],"securing":[14],"these":[15,75],"wearables":[16,35,60,100,190],"is":[17,93],"vital.":[18],"However,":[19],"current":[21],"security":[22],"mechanisms":[23],"only":[24],"focus":[25],"validating":[27],"user":[29],"not":[30],"device":[32,111],"itself.":[33],"Indeed,":[34],"can":[36,66],"be":[37],"(1)":[38],"unauthorized":[39],"with":[42],"correct":[43],"credentials":[44],"accessing":[45],"valuable":[46],"systems":[47],"and":[48,101,130,186],"networks,":[49],"(2)":[50],"passive":[51],"insiders":[52],"or":[53,57],"outsider":[54],"devices,":[56,153],"(3)":[58],"information-leaking":[59],"devices.":[61,104],"Fingerprinting":[62],"via":[63],"machine":[64],"learning":[65],"provide":[67,168],"necessary":[68],"cyber":[69,76,170],"threat":[70,171],"intelligence":[71],"to":[72,167],"address":[73],"all":[74],"attacks.":[77],"In":[78],"this":[79],"work,":[80],"we":[81,106,141],"introduce":[82],"a":[83,94,108],"fingerprinting":[85,148],"technique":[86,149,166],"focusing":[87],"Bluetooth":[89,193],"classic":[90,194],"protocol,":[91],"which":[92,114],"common":[95],"protocol":[96],"used":[97],"by":[98],"other":[102],"IoT":[103],"Specifically,":[105,173],"propose":[107],"non-intrusive":[109],"identification":[112],"framework":[113],"utilizes":[115],"20":[116],"different":[117],"Machine":[118],"Learning":[119],"(ML)":[120],"algorithms":[121],"training":[124],"phase":[125],"of":[126,145,163],"classification":[128],"process":[129],"selects":[131],"best":[133],"performing":[134],"algorithm":[135],"for":[136,188],"testing":[138],"phase.":[139],"Furthermore,":[140],"evaluate":[142],"performance":[144],"proposed":[146,165],"real":[151],"including":[154],"various":[155],"off-the-shelf":[156],"smartwatches.":[157],"Our":[158],"evaluation":[159],"demonstrates":[160],"feasibility":[162],"reliable":[169],"intelligence.":[172],"our":[174],"detailed":[175],"accuracy":[176],"results":[177],"show":[178],"average":[180],"98.5":[181],"percent,":[182],"98.3":[183],"percent":[184],"precision":[185],"recall":[187],"identifying":[189],"using":[191],"protocol.":[195]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2}],"updated_date":"2026-08-06T08:24:18.245995","created_date":"2025-10-10T00:00:00"}
