{"id":"https://openalex.org/W1921598571","doi":"https://doi.org/10.1109/cvprw.2015.7301326","title":"Electromyograph and keystroke dynamics for spoof-resistant biometric authentication","display_name":"Electromyograph and keystroke dynamics for spoof-resistant biometric authentication","publication_year":2015,"publication_date":"2015-06-01","ids":{"openalex":"https://openalex.org/W1921598571","doi":"https://doi.org/10.1109/cvprw.2015.7301326","mag":"1921598571"},"language":"en","primary_location":{"id":"doi:10.1109/cvprw.2015.7301326","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvprw.2015.7301326","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)","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/A5009792021","display_name":"Shreyas Venugopalan","orcid":null},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Shreyas Venugopalan","raw_affiliation_strings":["CyLab Biometrics Center, Carnegie Mellon University, Pittsburgh, PA, USA","CyLab Biometrics Center, Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, PA 15213, USA"],"affiliations":[{"raw_affiliation_string":"CyLab Biometrics Center, Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"CyLab Biometrics Center, Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, PA 15213, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034751153","display_name":"Felix Juefei-Xu","orcid":"https://orcid.org/0000-0002-0857-8611"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Felix Juefei-Xu","raw_affiliation_strings":["CyLab Biometrics Center, Carnegie Mellon University, Pittsburgh, PA, USA","CyLab Biometrics Center, Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, PA 15213, USA"],"affiliations":[{"raw_affiliation_string":"CyLab Biometrics Center, Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"CyLab Biometrics Center, Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, PA 15213, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065949660","display_name":"Benjamin R. Cowley","orcid":"https://orcid.org/0000-0003-2681-2448"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benjamin Cowley","raw_affiliation_strings":["CyLab Biometrics Center, Carnegie Mellon University, Pittsburgh, PA, USA","CyLab Biometrics Center, Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, PA 15213, USA"],"affiliations":[{"raw_affiliation_string":"CyLab Biometrics Center, Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"CyLab Biometrics Center, Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, PA 15213, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057959136","display_name":"Marios Savvides","orcid":null},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marios Savvides","raw_affiliation_strings":["CyLab Biometrics Center, Carnegie Mellon University, Pittsburgh, PA, USA","CyLab Biometrics Center, Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, PA 15213, USA"],"affiliations":[{"raw_affiliation_string":"CyLab Biometrics Center, Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"CyLab Biometrics Center, Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, PA 15213, USA","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5009792021"],"corresponding_institution_ids":["https://openalex.org/I74973139"],"apc_list":null,"apc_paid":null,"fwci":10.7791,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.97999572,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"109","last_page":"118"},"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.8732633590698242},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7990950345993042},{"id":"https://openalex.org/keywords/password","display_name":"Password","score":0.6466422080993652},{"id":"https://openalex.org/keywords/keystroke-dynamics","display_name":"Keystroke dynamics","score":0.640170693397522},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6155354976654053},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.5673505067825317},{"id":"https://openalex.org/keywords/authentication","display_name":"Authentication (law)","score":0.5034791827201843},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.5009849071502686},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4860823452472687},{"id":"https://openalex.org/keywords/keystroke-logging","display_name":"Keystroke logging","score":0.48104146122932434},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4803808331489563},{"id":"https://openalex.org/keywords/fingerprint","display_name":"Fingerprint (computing)","score":0.44951748847961426},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.44538912177085876},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36481183767318726}],"concepts":[{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.8732633590698242},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7990950345993042},{"id":"https://openalex.org/C109297577","wikidata":"https://www.wikidata.org/wiki/Q161157","display_name":"Password","level":2,"score":0.6466422080993652},{"id":"https://openalex.org/C79540074","wikidata":"https://www.wikidata.org/wiki/Q3269465","display_name":"Keystroke dynamics","level":4,"score":0.640170693397522},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6155354976654053},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.5673505067825317},{"id":"https://openalex.org/C148417208","wikidata":"https://www.wikidata.org/wiki/Q4825882","display_name":"Authentication (law)","level":2,"score":0.5034791827201843},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.5009849071502686},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4860823452472687},{"id":"https://openalex.org/C161615301","wikidata":"https://www.wikidata.org/wiki/Q309396","display_name":"Keystroke logging","level":2,"score":0.48104146122932434},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4803808331489563},{"id":"https://openalex.org/C2777826928","wikidata":"https://www.wikidata.org/wiki/Q3745713","display_name":"Fingerprint (computing)","level":2,"score":0.44951748847961426},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.44538912177085876},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36481183767318726},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C4957475","wikidata":"https://www.wikidata.org/wiki/Q242186","display_name":"S/KEY","level":3,"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/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cvprw.2015.7301326","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvprw.2015.7301326","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)","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":43,"referenced_works":["https://openalex.org/W817302918","https://openalex.org/W1490760466","https://openalex.org/W1529072761","https://openalex.org/W1550759342","https://openalex.org/W1655694665","https://openalex.org/W1836618934","https://openalex.org/W1902324625","https://openalex.org/W1913277147","https://openalex.org/W1954390275","https://openalex.org/W1975346140","https://openalex.org/W1978379919","https://openalex.org/W1983159352","https://openalex.org/W2000781128","https://openalex.org/W2018157642","https://openalex.org/W2024808535","https://openalex.org/W2032394057","https://openalex.org/W2036455589","https://openalex.org/W2036647451","https://openalex.org/W2046873811","https://openalex.org/W2061485330","https://openalex.org/W2065706686","https://openalex.org/W2066453892","https://openalex.org/W2076919973","https://openalex.org/W2079970776","https://openalex.org/W2084481049","https://openalex.org/W2085388325","https://openalex.org/W2092545044","https://openalex.org/W2107589078","https://openalex.org/W2108184014","https://openalex.org/W2125107418","https://openalex.org/W2133530044","https://openalex.org/W2143103810","https://openalex.org/W2147514478","https://openalex.org/W2149064334","https://openalex.org/W2150839543","https://openalex.org/W2153635508","https://openalex.org/W2159322247","https://openalex.org/W2159478796","https://openalex.org/W2168162876","https://openalex.org/W2396243083","https://openalex.org/W2535940264","https://openalex.org/W6631656459","https://openalex.org/W6633119105"],"related_works":["https://openalex.org/W3185561589","https://openalex.org/W1917645424","https://openalex.org/W2155670618","https://openalex.org/W2052279280","https://openalex.org/W3106877556","https://openalex.org/W2277743221","https://openalex.org/W2065920179","https://openalex.org/W1966864883","https://openalex.org/W1563893514","https://openalex.org/W3129147562"],"abstract_inverted_index":{"Biometrics":[0],"has":[1,54],"come":[2],"a":[3,76,101,104,108,137,146,186,189,194],"long":[4],"way":[5],"over":[6],"the":[7,25,34,40,50,83,98,125,129,183,231],"past":[8],"decade":[9],"in":[10,30,58],"terms":[11],"of":[12,24,100,131,185,226,233],"technologies":[13],"and":[14,37,127,153,209,217],"devices":[15],"that":[16],"are":[17,33,148],"used":[18,144],"to":[19,106,151,164,199],"verify":[20],"user":[21,46,63,126,187,211,238],"identities.":[22],"Three":[23],"more":[26],"well":[27,173],"studied":[28],"modalities":[29,203,236],"this":[31,67,133,157,205],"field":[32],"face,":[35],"iris":[36],"fingerprint,":[38],"with":[39,116,159],"latter":[41],"two":[42],"reporting":[43],"very":[44,149],"high":[45,224],"identification/verification":[47],"rates.":[48],"In":[49,66,162],"biometric":[51,78,138,202,240],"community":[52],"there":[53],"been":[55,180],"little":[56],"work":[57],"studying":[59],"biomedical":[60],"signals":[61,74],"for":[62,124],"recognition":[64],"purposes.":[65],"paper,":[68],"we":[69,119,155,168],"propose":[70],"using":[71,103,132,234],"electromyograph":[72],"(EMG)":[73],"as":[75,136,145,172,174,237],"person's":[77],"signature.":[79],"The":[80,177,196],"EMG":[81,117,160],"records":[82],"motor":[84],"unit":[85],"action":[86,206],"potentials":[87],"(MUAP)":[88],"during":[89],"any":[90,111],"physical":[91],"motion.":[92],"Our":[93,221],"study":[94,128,210],"is":[95,198,207],"done":[96],"within":[97,182,218],"context":[99,184],"person":[102],"keyboard":[105],"type":[107],"password":[109],"or":[110],"other":[112],"fixed":[113,190],"phrase.":[114],"Along":[115],"signals,":[118],"log":[120],"key":[121],"press":[122],"times":[123],"feasibility":[130],"data":[134,214],"too":[135],"feature.":[139],"Keypress":[140],"timings":[141],"alone":[142],"if":[143],"biometric,":[147],"easy":[150],"spoof":[152],"hence":[154],"fuse":[156],"modality":[158],"signals.":[161],"order":[163],"classify":[165],"these":[166,235],"features,":[167],"use":[169],"subspace":[170],"modeling":[171],"Bayesian":[175],"classifiers.":[176],"experiments":[178],"have":[179],"performed":[181,208],"typing":[188],"pass":[191],"phrase":[192],"at":[193],"workstation.":[195],"idea":[197],"monitor":[200],"both":[201],"when":[204],"verification":[212,227],"across":[213],"capture":[215,219],"sessions":[216],"sessions.":[220],"approach":[222],"yields":[223],"values":[225],"rates,":[228],"which":[229],"shows":[230],"promise":[232],"specific":[239],"signatures.":[241]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":2}],"updated_date":"2026-03-13T16:22:10.518609","created_date":"2025-10-10T00:00:00"}
