{"id":"https://openalex.org/W3091725880","doi":"https://doi.org/10.3233/faia200091","title":"Decoding the Imitation Security Game: Handling Attacker Imitative Behavior Deception","display_name":"Decoding the Imitation Security Game: Handling Attacker Imitative Behavior Deception","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3091725880","doi":"https://doi.org/10.3233/faia200091","mag":"3091725880"},"language":"en","primary_location":{"id":"doi:10.3233/faia200091","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia200091","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.3233/faia200091","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101614349","display_name":"Thanh H. Nguyen","orcid":"https://orcid.org/0000-0002-8466-1724"},"institutions":[{"id":"https://openalex.org/I181233156","display_name":"University of Oregon","ror":"https://ror.org/0293rh119","country_code":"US","type":"education","lineage":["https://openalex.org/I181233156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nguyen Thanh H.","raw_affiliation_strings":["University Of Oregon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Of Oregon","institution_ids":["https://openalex.org/I181233156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103089012","display_name":"Nam H. Vu","orcid":"https://orcid.org/0000-0001-9499-148X"},"institutions":[{"id":"https://openalex.org/I4210095603","display_name":"Vietnam Posts and Telecommunications Group (Vietnam)","ror":"https://ror.org/00q0e7f94","country_code":"VN","type":"company","lineage":["https://openalex.org/I4210095603"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Vu Nam","raw_affiliation_strings":["Vietnam Posts and Telecommunications Group"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vietnam Posts and Telecommunications Group","institution_ids":["https://openalex.org/I4210095603"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103827486","display_name":"Amulya Yadav","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yadav Amulya","raw_affiliation_strings":["College of Information Sciences and Technology, #TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Sciences and Technology, #TAB#","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108762379","display_name":"Uy Nguyen","orcid":null},"institutions":[{"id":"https://openalex.org/I181233156","display_name":"University of Oregon","ror":"https://ror.org/0293rh119","country_code":"US","type":"education","lineage":["https://openalex.org/I181233156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nguyen Uy","raw_affiliation_strings":["University Of Oregon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Of Oregon","institution_ids":["https://openalex.org/I181233156"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4798,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.829355,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"179","last_page":"186"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9993000030517578,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9961000084877014,"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/imitation","display_name":"Imitation","score":0.8597655296325684},{"id":"https://openalex.org/keywords/deception","display_name":"Deception","score":0.8075909614562988},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.6827731132507324},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44843900203704834},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4332331418991089},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.41733479499816895},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3677402436733246},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.24656787514686584},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.08089861273765564}],"concepts":[{"id":"https://openalex.org/C126388530","wikidata":"https://www.wikidata.org/wiki/Q1131737","display_name":"Imitation","level":2,"score":0.8597655296325684},{"id":"https://openalex.org/C2779267917","wikidata":"https://www.wikidata.org/wiki/Q170028","display_name":"Deception","level":2,"score":0.8075909614562988},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.6827731132507324},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44843900203704834},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4332331418991089},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.41733479499816895},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3677402436733246},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.24656787514686584},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.08089861273765564}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/faia200091","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia200091","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},{"id":"mag:3091725880","is_oa":false,"landing_page_url":"https://dblp.uni-trier.de/db/conf/ecai/ecai2020.html#NguyenVYN20","pdf_url":null,"source":{"id":"https://openalex.org/S4306418308","display_name":"European Conference on Artificial Intelligence","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":null,"is_accepted":false,"is_published":null,"raw_source_name":"European Conference on Artificial Intelligence","raw_type":null}],"best_oa_location":{"id":"doi:10.3233/faia200091","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia200091","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1504521876","https://openalex.org/W1550812296","https://openalex.org/W1601460292","https://openalex.org/W2009784329","https://openalex.org/W2034218563","https://openalex.org/W2107381919","https://openalex.org/W2296452361","https://openalex.org/W2493209841","https://openalex.org/W2593768305","https://openalex.org/W2740487835","https://openalex.org/W2773446523","https://openalex.org/W2963046507"],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2935909890","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W1531601525","https://openalex.org/W2165717120"],"abstract_inverted_index":{"Real-world":[0],"security":[1,19],"problems":[2],"are":[3,95],"generally":[4],"characterized":[5],"by":[6,103],"uncertainty":[7],"about":[8],"attackers'":[9],"preferences,":[10],"behavior,":[11],"or":[12],"other":[13],"characteristics.":[14],"To":[15,116],"handle":[16,99],"such":[17,100],"uncertainties,":[18],"agencies":[20],"(defender)":[21],"typically":[22],"rely":[23],"on":[24,169,247],"historical":[25],"attack":[26],"data":[27],"to":[28,58,75,98,110,140,150,155,176],"build":[29],"a":[30,68,123,142,190,224,231],"behavior":[31,61,102,132,144,181,205],"model":[32,39,145],"of":[33,62,80,127,184,206,243],"the":[34,60,66,77,81,104,114,128,136,185,203,207,218,221,228,241,250],"attacker,":[35,105,129],"and":[36,106,146],"incorporate":[37],"this":[38,107,120],"into":[40,201],"generating":[41,92],"an":[42,178],"effective":[43,197],"defense":[44,93,198],"strategy.":[45],"For":[46],"example,":[47],"in":[48,65,134,153,234],"wildlife":[49],"protection,":[50],"rangers":[51],"can":[52,71],"collect":[53],"poaching":[54],"signs":[55],"(e.g.,":[56],"snares)":[57],"learn":[59],"poachers.":[63],"However,":[64],"real-world,":[67],"clever":[69],"attacker":[70,137,229],"manipulate":[72],"its":[73,84,157],"attacks":[74],"fool":[76],"learning":[78],"algorithm":[79,194,246],"defender":[82,222],"towards":[83],"own":[85],"benefit.":[86],"Unfortunately,":[87],"existing":[88],"state-of-the-art":[89],"algorithms":[90,175],"for":[91,113],"strategies":[94],"not":[96],"equipped":[97],"deceptive":[101,204],"could":[108],"lead":[109],"arbitrary":[111],"losses":[112],"defender.":[115],"address":[117],"these":[118],"challenges,":[119],"paper":[121],"investigates":[122],"basic":[124],"deception":[125,182],"strategy":[126,183],"termed":[130],"imitative":[131,180],"deception,":[133,220],"which":[135,195,214],"intentionally":[138],"pretends":[139],"follow":[141],"specific":[143],"consistently":[147],"plays":[148],"according":[149],"that":[151,216],"model,":[152],"order":[154],"optimize":[156],"utility.":[158,235],"We":[159],"have":[160],"three":[161],"main":[162],"contributions.":[163],"First,":[164],"built":[165],"upon":[166],"previous":[167],"work":[168],"attacker-behavior":[170],"modeling,":[171],"we":[172,188,210],"introduce":[173],"new":[174],"compute":[177],"optimal":[179],"attacker.":[186,208],"Second,":[187],"propose":[189],"novel":[191],"game-theoretic":[192],"counter-deception":[193,245],"determines":[196],"strategies,":[199],"taking":[200],"account":[202],"Third,":[209],"conduct":[211],"extensive":[212],"experiments,":[213],"shows":[215],"under":[217],"attacker's":[219,251],"accrues":[223],"significant":[225,232],"loss":[226],"whereas":[227],"achieves":[230],"gain":[233],"Our":[236],"experimental":[237],"results":[238],"also":[239],"demonstrate":[240],"impact":[242],"our":[244],"substantially":[248],"diminishing":[249],"deception.":[252]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}