{"id":"https://openalex.org/W4319309784","doi":"https://doi.org/10.1145/3571697.3571714","title":"Keystroke Presentation Attack: Generative Adversarial Networks for replacing user behaviour","display_name":"Keystroke Presentation Attack: Generative Adversarial Networks for replacing user behaviour","publication_year":2022,"publication_date":"2022-10-27","ids":{"openalex":"https://openalex.org/W4319309784","doi":"https://doi.org/10.1145/3571697.3571714"},"language":"en","primary_location":{"id":"doi:10.1145/3571697.3571714","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3571697.3571714","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 The 3rd European Symposium on Software Engineering","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/A5024512955","display_name":"Idoia Eizagirre","orcid":null},"institutions":[{"id":"https://openalex.org/I4210092551","display_name":"Vicomtech","ror":"https://ror.org/0023sah13","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210092551"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Idoia Eizagirre","raw_affiliation_strings":["Digital security, Vicomtech, Spain"],"raw_orcid":"https://orcid.org/0000-0003-0174-6077","affiliations":[{"raw_affiliation_string":"Digital security, Vicomtech, Spain","institution_ids":["https://openalex.org/I4210092551"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070972198","display_name":"Lander Segurola-Gil","orcid":"https://orcid.org/0000-0003-4278-9081"},"institutions":[{"id":"https://openalex.org/I4210092551","display_name":"Vicomtech","ror":"https://ror.org/0023sah13","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210092551"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Lander Segurola","raw_affiliation_strings":["Digital security, Vicomtech, Spain"],"raw_orcid":"https://orcid.org/0000-0003-4278-9081","affiliations":[{"raw_affiliation_string":"Digital security, Vicomtech, Spain","institution_ids":["https://openalex.org/I4210092551"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067556242","display_name":"Francesco Zola","orcid":"https://orcid.org/0000-0002-1733-5515"},"institutions":[{"id":"https://openalex.org/I4210092551","display_name":"Vicomtech","ror":"https://ror.org/0023sah13","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210092551"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francesco Zola","raw_affiliation_strings":["Digital security, Vicomtech, Spain"],"raw_orcid":"https://orcid.org/0000-0002-1733-5515","affiliations":[{"raw_affiliation_string":"Digital security, Vicomtech, Spain","institution_ids":["https://openalex.org/I4210092551"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015493427","display_name":"Ra\u00fal Orduna-Urrutia","orcid":"https://orcid.org/0000-0002-5932-0987"},"institutions":[{"id":"https://openalex.org/I4210092551","display_name":"Vicomtech","ror":"https://ror.org/0023sah13","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210092551"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Raul Orduna","raw_affiliation_strings":["Digital security, Vicomtech, Spain"],"raw_orcid":"https://orcid.org/0000-0002-5932-0987","affiliations":[{"raw_affiliation_string":"Digital security, Vicomtech, Spain","institution_ids":["https://openalex.org/I4210092551"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2747,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.85485707,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"119","last_page":"126"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11800","display_name":"User Authentication and Security Systems","score":1.0,"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":1.0,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.991599977016449,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":0.988099992275238,"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/keystroke-dynamics","display_name":"Keystroke dynamics","score":0.8795139193534851},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8221033811569214},{"id":"https://openalex.org/keywords/discriminator","display_name":"Discriminator","score":0.606610894203186},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5827920436859131},{"id":"https://openalex.org/keywords/generative-adversarial-network","display_name":"Generative adversarial network","score":0.5537914037704468},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5454627871513367},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.515640139579773},{"id":"https://openalex.org/keywords/keystroke-logging","display_name":"Keystroke logging","score":0.5069711208343506},{"id":"https://openalex.org/keywords/authentication","display_name":"Authentication (law)","score":0.5001976490020752},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4319981038570404},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4122341275215149},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3997180461883545},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.3284720182418823},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.242471843957901},{"id":"https://openalex.org/keywords/password","display_name":"Password","score":0.09250405430793762}],"concepts":[{"id":"https://openalex.org/C79540074","wikidata":"https://www.wikidata.org/wiki/Q3269465","display_name":"Keystroke dynamics","level":4,"score":0.8795139193534851},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8221033811569214},{"id":"https://openalex.org/C2779803651","wikidata":"https://www.wikidata.org/wiki/Q5282088","display_name":"Discriminator","level":3,"score":0.606610894203186},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5827920436859131},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.5537914037704468},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5454627871513367},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.515640139579773},{"id":"https://openalex.org/C161615301","wikidata":"https://www.wikidata.org/wiki/Q309396","display_name":"Keystroke logging","level":2,"score":0.5069711208343506},{"id":"https://openalex.org/C148417208","wikidata":"https://www.wikidata.org/wiki/Q4825882","display_name":"Authentication (law)","level":2,"score":0.5001976490020752},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4319981038570404},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4122341275215149},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3997180461883545},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3284720182418823},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.242471843957901},{"id":"https://openalex.org/C109297577","wikidata":"https://www.wikidata.org/wiki/Q161157","display_name":"Password","level":2,"score":0.09250405430793762},{"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/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3571697.3571714","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3571697.3571714","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 The 3rd European Symposium on Software Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.6700000166893005}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W118835214","https://openalex.org/W1486653797","https://openalex.org/W1981157808","https://openalex.org/W2056857986","https://openalex.org/W2083314113","https://openalex.org/W2136928336","https://openalex.org/W2417763662","https://openalex.org/W2602244503","https://openalex.org/W2753914851","https://openalex.org/W2795386701","https://openalex.org/W2891042661","https://openalex.org/W2964253184","https://openalex.org/W2964615694","https://openalex.org/W2968379763","https://openalex.org/W2972008652","https://openalex.org/W2976121354","https://openalex.org/W3081630347","https://openalex.org/W3110734439","https://openalex.org/W3120448739","https://openalex.org/W3161810785","https://openalex.org/W3172253546","https://openalex.org/W3179821369","https://openalex.org/W3195080410"],"related_works":["https://openalex.org/W2052279280","https://openalex.org/W3094144434","https://openalex.org/W2159333170","https://openalex.org/W3169822312","https://openalex.org/W2155670618","https://openalex.org/W2031617473","https://openalex.org/W4301500781","https://openalex.org/W1573560902","https://openalex.org/W1966864883","https://openalex.org/W1563893514"],"abstract_inverted_index":{"Digital":[0],"security":[1],"has":[2,31,163],"become":[3],"crucial":[4],"in":[5,116,121,140],"this":[6,41],"new":[7,46],"era":[8],"of":[9,28,57,129,185],"technology":[10],"and":[11,17,37,80,103,137],"biometry":[12],"is":[13,144],"becoming":[14],"a":[15,26,45,58,82,104,159,186],"natural":[16],"reliable":[18],"authentication":[19,36],"system.":[20],"In":[21,40],"recent":[22],"years,":[23],"keystroke":[24,49,170,183,193],"dynamics,":[25],"type":[27],"behavioral":[29],"biometric,":[30],"been":[32,77,114,164],"used":[33,165],"for":[34,133],"user":[35,59,187],"attack":[38],"detection.":[39],"study,":[42],"we":[43],"pursue":[44],"approach":[47],"to":[48,166,173],"dynamics":[50,184,194],"data":[51,149,195],"generation":[52,196],"focused":[53],"on":[54,85,93,107],"the":[55,61,123,127,130,135,138,142,148,155,174,182],"impersonation":[56],"at":[60],"identification":[62],"stage":[63],"using":[64,97,197],"Conditional":[65],"Generative":[66],"Adversarial":[67],"Networks":[68,88,96],"(cGAN).":[69],"To":[70,146],"that":[71,181],"aim,":[72],"three":[73],"different":[74,118,200],"architectures":[75],"have":[76,113],"designed,":[78],"implemented,":[79],"validated:":[81],"Vanilla-cGAN":[83],"based":[84,92,106],"simple":[86],"Neural":[87,95,109],"(NN),":[89],"an":[90],"LSTM-cGAN":[91],"Recurrent":[94],"Long":[98],"Short-Term":[99],"Memory":[100],"units":[101],"(LSTM),":[102],"CNN-cGAN":[105],"Convolutional":[108],"Networks.":[110],"These":[111],"models":[112],"validated":[115],"two":[117,169],"conditions,":[119],"one":[120],"which":[122,141],"attacker":[124],"knows":[125],"exactly":[126],"order":[128,143],"typed":[131],"words":[132],"replicating":[134],"behavior":[136],"other":[139],"unknown.":[145],"validate":[147],"generated":[150],"by":[151],"these":[152],"models,":[153],"beyond":[154],"internal":[156],"discriminator\u2019s":[157],"accuracy,":[158],"pre-trained":[160],"Siamese":[161],"Network":[162],"detect":[167],"whether":[168],"sequences":[171],"belong":[172],"same":[175],"or":[176],"not.":[177],"This":[178],"study":[179],"suggests":[180],"can":[188],"be":[189],"successfully":[190],"imitated":[191],"via":[192],"cGANs":[198],"with":[199],"architectures.":[201]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
