{"id":"https://openalex.org/W4320031207","doi":"https://doi.org/10.1109/milcom55135.2022.10017584","title":"LoFin: LoRa-based UAV Fingerprinting Framework","display_name":"LoFin: LoRa-based UAV Fingerprinting Framework","publication_year":2022,"publication_date":"2022-11-28","ids":{"openalex":"https://openalex.org/W4320031207","doi":"https://doi.org/10.1109/milcom55135.2022.10017584"},"language":"en","primary_location":{"id":"doi:10.1109/milcom55135.2022.10017584","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/milcom55135.2022.10017584","pdf_url":null,"source":{"id":"https://openalex.org/S4363608114","display_name":"MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM)","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":"MILCOM 2022 - 2022 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/A5019349783","display_name":"Maryna Veksler","orcid":"https://orcid.org/0000-0002-9797-8667"},"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":"Maryna Veksler","raw_affiliation_strings":["Florida International University,Advanced Wireless and Security Lab.,Dept. of Electrical and Computer Engineering,Miami,Florida,USA,33174"],"affiliations":[{"raw_affiliation_string":"Florida International University,Advanced Wireless and Security Lab.,Dept. of Electrical and Computer Engineering,Miami,Florida,USA,33174","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012453162","display_name":"David Langus Rodriguez","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":"David Langus Rodriguez","raw_affiliation_strings":["Florida International University,Cyber-Physical Systems Security Lab.,Dept. of Electrical and Computer Engineering,Miami,Florida,USA,33174"],"affiliations":[{"raw_affiliation_string":"Florida International University,Cyber-Physical Systems Security Lab.,Dept. of Electrical and Computer Engineering,Miami,Florida,USA,33174","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078506948","display_name":"Ahmet Ar\u0131\u015f","orcid":"https://orcid.org/0000-0003-4114-5321"},"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":"Ahmet Aris","raw_affiliation_strings":["Florida International University,Cyber-Physical Systems Security Lab.,Dept. of Electrical and Computer Engineering,Miami,Florida,USA,33174"],"affiliations":[{"raw_affiliation_string":"Florida International University,Cyber-Physical Systems Security Lab.,Dept. of Electrical and Computer Engineering,Miami,Florida,USA,33174","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078029373","display_name":"Kemal Akkaya","orcid":"https://orcid.org/0000-0002-7103-4545"},"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":"Kemal Akkaya","raw_affiliation_strings":["Florida International University,Advanced Wireless and Security Lab.,Dept. of Electrical and Computer Engineering,Miami,Florida,USA,33174"],"affiliations":[{"raw_affiliation_string":"Florida International University,Advanced Wireless and Security Lab.,Dept. of Electrical and Computer Engineering,Miami,Florida,USA,33174","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"last","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":["Florida International University,Cyber-Physical Systems Security Lab.,Dept. of Electrical and Computer Engineering,Miami,Florida,USA,33174"],"affiliations":[{"raw_affiliation_string":"Florida International University,Cyber-Physical Systems Security Lab.,Dept. of Electrical and Computer Engineering,Miami,Florida,USA,33174","institution_ids":["https://openalex.org/I19700959"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5019349783"],"corresponding_institution_ids":["https://openalex.org/I19700959"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.30394629,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"abs/2109.14442","issue":null,"first_page":"980","last_page":"985"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12079","display_name":"IoT Networks and Protocols","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12079","display_name":"IoT Networks and Protocols","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10964","display_name":"Wireless Communication Security Techniques","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.9890999794006348,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/testbed","display_name":"Testbed","score":0.8486286401748657},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7685936093330383},{"id":"https://openalex.org/keywords/drone","display_name":"Drone","score":0.7089811563491821},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.6699709296226501},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.627947211265564},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5457581281661987},{"id":"https://openalex.org/keywords/transceiver","display_name":"Transceiver","score":0.4873407781124115},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.47349414229393005},{"id":"https://openalex.org/keywords/authentication","display_name":"Authentication (law)","score":0.4548429250717163},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.44971099495887756},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4392234683036804},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.413299560546875},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.389011025428772},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.24896031618118286},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10471105575561523}],"concepts":[{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.8486286401748657},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7685936093330383},{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.7089811563491821},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.6699709296226501},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.627947211265564},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5457581281661987},{"id":"https://openalex.org/C7720470","wikidata":"https://www.wikidata.org/wiki/Q954187","display_name":"Transceiver","level":3,"score":0.4873407781124115},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.47349414229393005},{"id":"https://openalex.org/C148417208","wikidata":"https://www.wikidata.org/wiki/Q4825882","display_name":"Authentication (law)","level":2,"score":0.4548429250717163},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.44971099495887756},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4392234683036804},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.413299560546875},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.389011025428772},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.24896031618118286},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10471105575561523},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/milcom55135.2022.10017584","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/milcom55135.2022.10017584","pdf_url":null,"source":{"id":"https://openalex.org/S4363608114","display_name":"MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM)","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":"MILCOM 2022 - 2022 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":20,"referenced_works":["https://openalex.org/W1978973474","https://openalex.org/W2591450040","https://openalex.org/W2789476567","https://openalex.org/W2909918672","https://openalex.org/W2953191995","https://openalex.org/W2963513677","https://openalex.org/W2964138953","https://openalex.org/W2965379271","https://openalex.org/W2990514143","https://openalex.org/W3045912491","https://openalex.org/W3098873879","https://openalex.org/W3106557886","https://openalex.org/W3111296254","https://openalex.org/W3154667606","https://openalex.org/W3162979494","https://openalex.org/W3176020692","https://openalex.org/W3196407145","https://openalex.org/W3206629225","https://openalex.org/W4320927624","https://openalex.org/W6801779650"],"related_works":["https://openalex.org/W4229448053","https://openalex.org/W4327774218","https://openalex.org/W2059768187","https://openalex.org/W4247925126","https://openalex.org/W4312858960","https://openalex.org/W4386036939","https://openalex.org/W4379143281","https://openalex.org/W2605096541","https://openalex.org/W3200286695","https://openalex.org/W4386322305"],"abstract_inverted_index":{"The":[0],"emerging":[1],"proliferation":[2],"of":[3,17,25,61,141,148,155],"unmanned":[4],"aerial":[5],"vehicles":[6],"(UAV)":[7],"combined":[8],"with":[9,174],"their":[10],"autonomous":[11],"capabilities":[12],"established":[13],"the":[14,28,33,53,59,72,87,99,108,139,145,153],"solid":[15],"incorporation":[16],"UAVs":[18],"for":[19,52,127],"military":[20],"applications.":[21,70],"However,":[22,71],"seamless":[23],"deployment":[24],"drones":[26],"into":[27],"adversarial":[29,44,162],"environment":[30],"and":[31,38,64,134,161,177,182],"on":[32,144],"battlefield":[34],"requires":[35],"a":[36,49],"robust":[37],"secure":[39],"network":[40,121,132,149],"stack,":[41],"protected":[42],"from":[43,152],"intrusion.":[45],"As":[46],"LoRa":[47,100],"became":[48],"low-cost":[50],"solution":[51],"long-distance":[54],"control":[55],"channel,":[56],"it":[57],"solved":[58],"challenge":[60],"long-range":[62],"connectivity":[63],"prolonged":[65],"lifespan":[66],"present":[67,85],"in":[68,110,115,158,169],"UAV":[69,128,156],"existing":[73],"implementations":[74],"lack":[75],"protection":[76],"mechanisms":[77],"against":[78],"unauthorized":[79],"access.":[80],"In":[81],"this":[82],"paper,":[83],"we":[84],"LoFin,":[86],"first":[88],"fingerprinting":[89],"framework":[90],"used":[91],"to":[92,107],"identify":[93],"telemetry":[94],"transceivers":[95,157],"that":[96],"communicate":[97],"over":[98,179],"channel.":[101],"LoFin":[102,123],"exploits":[103],"information":[104],"leaked":[105],"due":[106],"differences":[109],"hardware":[111],"structure,":[112],"which":[113],"results":[114],"processing":[116],"time":[117],"variations.":[118],"Passively":[119],"collecting":[120],"traffic,":[122],"extracts":[124],"unique":[125],"signatures":[126],"authentication":[129],"while":[130],"maintaining":[131],"integrity":[133],"data":[135],"privacy.":[136],"We":[137],"evaluate":[138],"efficacy":[140],"our":[142],"system":[143],"extensive":[146],"amount":[147],"packets":[150],"collected":[151],"testbed":[154],"both":[159],"isolated":[160],"settings.":[163],"Our":[164],"experiments":[165],"demonstrate":[166],"exceptional":[167],"performance":[168],"distinguishing":[170],"different":[171],"LoRa-based":[172],"devices":[173],"average":[175],"precision":[176],"recall":[178],"99":[180],"%":[181,184],"96":[183],"correspondinaly.":[185]},"counts_by_year":[],"updated_date":"2025-12-24T23:09:58.560324","created_date":"2025-10-10T00:00:00"}
