{"id":"https://openalex.org/W2772619223","doi":"https://doi.org/10.1109/vlsi-soc.2017.8203494","title":"Continuous authentication of UAV flight command data using behaviometrics","display_name":"Continuous authentication of UAV flight command data using behaviometrics","publication_year":2017,"publication_date":"2017-10-01","ids":{"openalex":"https://openalex.org/W2772619223","doi":"https://doi.org/10.1109/vlsi-soc.2017.8203494","mag":"2772619223"},"language":"en","primary_location":{"id":"doi:10.1109/vlsi-soc.2017.8203494","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vlsi-soc.2017.8203494","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IFIP/IEEE International Conference on Very Large Scale Integration (VLSI-SoC)","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/A5038842092","display_name":"Abdulhadi Shoufan","orcid":"https://orcid.org/0000-0002-3968-8637"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Abdulhadi Shoufan","raw_affiliation_strings":["Information Security Center, Khalifa University, Abu Dhabi, UAE"],"affiliations":[{"raw_affiliation_string":"Information Security Center, Khalifa University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5038842092"],"corresponding_institution_ids":["https://openalex.org/I176601375"],"apc_list":null,"apc_paid":null,"fwci":1.6332,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.87588377,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"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/T12158","display_name":"Guidance and Control Systems","score":0.980400025844574,"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"}},"topics":[{"id":"https://openalex.org/T12158","display_name":"Guidance and Control Systems","score":0.980400025844574,"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"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9803000092506409,"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/T11800","display_name":"User Authentication and Security Systems","score":0.9803000092506409,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7503374814987183},{"id":"https://openalex.org/keywords/transmitter","display_name":"Transmitter","score":0.5374977588653564},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5100639462471008},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5048545002937317},{"id":"https://openalex.org/keywords/authentication","display_name":"Authentication (law)","score":0.47137320041656494},{"id":"https://openalex.org/keywords/drone","display_name":"Drone","score":0.4399811625480652},{"id":"https://openalex.org/keywords/joystick","display_name":"Joystick","score":0.43196603655815125},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4163898825645447},{"id":"https://openalex.org/keywords/search-and-rescue","display_name":"Search and rescue","score":0.41590791940689087},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.30603447556495667},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1943514049053192},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.17486047744750977},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.119832843542099}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7503374814987183},{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.5374977588653564},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5100639462471008},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5048545002937317},{"id":"https://openalex.org/C148417208","wikidata":"https://www.wikidata.org/wiki/Q4825882","display_name":"Authentication (law)","level":2,"score":0.47137320041656494},{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.4399811625480652},{"id":"https://openalex.org/C96439379","wikidata":"https://www.wikidata.org/wiki/Q178805","display_name":"Joystick","level":2,"score":0.43196603655815125},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4163898825645447},{"id":"https://openalex.org/C2775935494","wikidata":"https://www.wikidata.org/wiki/Q741964","display_name":"Search and rescue","level":3,"score":0.41590791940689087},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.30603447556495667},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1943514049053192},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.17486047744750977},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.119832843542099},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"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/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/vlsi-soc.2017.8203494","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vlsi-soc.2017.8203494","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IFIP/IEEE International Conference on Very Large Scale Integration (VLSI-SoC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W41174686","https://openalex.org/W151603506","https://openalex.org/W289066742","https://openalex.org/W356286598","https://openalex.org/W1488193565","https://openalex.org/W1898224270","https://openalex.org/W1952871627","https://openalex.org/W1973704753","https://openalex.org/W1974715861","https://openalex.org/W1982466846","https://openalex.org/W1982610171","https://openalex.org/W2000634356","https://openalex.org/W2045011071","https://openalex.org/W2067115899","https://openalex.org/W2076796034","https://openalex.org/W2083863819","https://openalex.org/W2106525823","https://openalex.org/W2115106602","https://openalex.org/W2129841138","https://openalex.org/W2160452173","https://openalex.org/W2286343943","https://openalex.org/W2304304210","https://openalex.org/W2340651902","https://openalex.org/W2577536611","https://openalex.org/W2612030603","https://openalex.org/W2998768810","https://openalex.org/W4253574939","https://openalex.org/W6610398729","https://openalex.org/W6639848634","https://openalex.org/W6650385613","https://openalex.org/W6667039705"],"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/W2034981131","https://openalex.org/W4389489226"],"abstract_inverted_index":{"The":[0,96,176],"authentication":[1,36,53],"of":[2,31,54,61,85,104],"flight":[3,20,55,105,164],"data":[4,56],"in":[5,69,192],"Unmanned":[6],"Aerial":[7],"Vehicles":[8],"(UAVs)":[9],"is":[10,99,118],"highly":[11],"critical":[12],"because":[13],"processing":[14],"fake":[15],"commands":[16,87,106,150],"by":[17,101],"the":[18,28,32,59,62,67,94,102,109,180,200,212],"on-board":[19],"controller":[21],"can":[22,38,183],"cause":[23],"fatal":[24],"consequences.":[25],"Depending":[26],"on":[27,58,120,211],"criticality":[29],"level":[30],"UAV":[33,63,125,137,160,181,213],"mission,":[34],"multi-layer":[35],"techniques":[37],"be":[39,184],"useful":[40],"to":[41,75,108,134,170],"assure":[42],"higher":[43],"security":[44],"levels.":[45],"This":[46,117],"paper":[47],"proposes":[48],"a":[49,70,112,128,136,157,162,172,193,203,208],"technique":[50,79],"for":[51,81,202],"continuous":[52],"based":[57,119],"behavior":[60,98],"operator,":[64],"who":[65,155],"flies":[66],"vehicle":[68],"manual":[71],"mode.":[72],"In":[73],"contrast":[74],"one-time":[76],"authentication,":[77],"this":[78,145],"allows":[80],"an":[82],"on-the-fly":[83],"identification":[84],"malicious":[86],"aiming":[88],"at":[89],"manipulating,":[90],"hijacking,":[91],"or":[92,141],"crashing":[93],"UAV.":[95],"operator":[97,126],"defined":[100],"sequence":[103],"sent":[107],"drone":[110],"using":[111,138,161],"standard":[113,163],"radio":[114],"control":[115],"transmitter.":[116,165],"our":[121],"assumption":[122],"that":[123,179],"every":[124],"has":[127],"distinctive":[129],"pattern":[130],"when":[131],"it":[132],"comes":[133],"controlling":[135],"transmitter's":[139],"levers":[140],"joysticks.":[142],"To":[143],"verify":[144],"assumption,":[146],"we":[147],"captured":[148],"22,402":[149],"from":[151],"five":[152],"different":[153],"operators,":[154],"flew":[156],"small":[158],"multicopter":[159],"Machine":[166],"learning":[167],"was":[168],"applied":[169],"train":[171],"random":[173],"forest":[174],"classifier.":[175],"results":[177,198],"show":[178],"operators":[182],"identified":[185],"with":[186],"accuracies":[187],"between":[188],"76%":[189],"and":[190],"88%":[191],"10-tree":[194],"configuration.":[195],"These":[196],"promising":[197],"pave":[199],"way":[201],"comprehensive":[204],"study":[205],"towards":[206],"implementing":[207],"real-time":[209],"classifier":[210],"embedded":[214],"system.":[215]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":11},{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
