{"id":"https://openalex.org/W4392411866","doi":"https://doi.org/10.1109/ijcb57857.2023.10448525","title":"AdvGen: Physical Adversarial Attack on Face Presentation Attack Detection Systems","display_name":"AdvGen: Physical Adversarial Attack on Face Presentation Attack Detection Systems","publication_year":2023,"publication_date":"2023-09-25","ids":{"openalex":"https://openalex.org/W4392411866","doi":"https://doi.org/10.1109/ijcb57857.2023.10448525"},"language":"en","primary_location":{"id":"doi:10.1109/ijcb57857.2023.10448525","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ijcb57857.2023.10448525","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Joint Conference on Biometrics (IJCB)","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/A5104208328","display_name":"Sai Amrit Patnaik","orcid":null},"institutions":[{"id":"https://openalex.org/I65181880","display_name":"Indian Institute of Technology Hyderabad","ror":"https://ror.org/01j4v3x97","country_code":"IN","type":"education","lineage":["https://openalex.org/I65181880"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sai Amrit Patnaik","raw_affiliation_strings":["IIIT Hyderabad,India","IIIT Hyderabad, India"],"affiliations":[{"raw_affiliation_string":"IIIT Hyderabad,India","institution_ids":["https://openalex.org/I65181880"]},{"raw_affiliation_string":"IIIT Hyderabad, India","institution_ids":["https://openalex.org/I65181880"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093321109","display_name":"Shivali Chansoriya","orcid":null},"institutions":[{"id":"https://openalex.org/I65181880","display_name":"Indian Institute of Technology Hyderabad","ror":"https://ror.org/01j4v3x97","country_code":"IN","type":"education","lineage":["https://openalex.org/I65181880"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shivali Chansoriya","raw_affiliation_strings":["IIIT Hyderabad,India","IIIT Hyderabad, India"],"affiliations":[{"raw_affiliation_string":"IIIT Hyderabad,India","institution_ids":["https://openalex.org/I65181880"]},{"raw_affiliation_string":"IIIT Hyderabad, India","institution_ids":["https://openalex.org/I65181880"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000176044","display_name":"Anoop Namboodiri","orcid":"https://orcid.org/0000-0002-4638-0833"},"institutions":[{"id":"https://openalex.org/I65181880","display_name":"Indian Institute of Technology Hyderabad","ror":"https://ror.org/01j4v3x97","country_code":"IN","type":"education","lineage":["https://openalex.org/I65181880"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anoop M. Namboodiri","raw_affiliation_strings":["IIIT Hyderabad,India","IIIT Hyderabad, India"],"affiliations":[{"raw_affiliation_string":"IIIT Hyderabad,India","institution_ids":["https://openalex.org/I65181880"]},{"raw_affiliation_string":"IIIT Hyderabad, India","institution_ids":["https://openalex.org/I65181880"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100613677","display_name":"Anil K. Jain","orcid":"https://orcid.org/0000-0002-6369-6995"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anil K. Jain","raw_affiliation_strings":["Michigan State University,USA","Michigan State University, USA"],"affiliations":[{"raw_affiliation_string":"Michigan State University,USA","institution_ids":["https://openalex.org/I87216513"]},{"raw_affiliation_string":"Michigan State University, USA","institution_ids":["https://openalex.org/I87216513"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5104208328"],"corresponding_institution_ids":["https://openalex.org/I65181880"],"apc_list":null,"apc_paid":null,"fwci":0.3921,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.68152286,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"28","issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9994999766349792,"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/T11448","display_name":"Face recognition and analysis","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9890999794006348,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/adversarial-system","display_name":"Adversarial system","score":0.8563885688781738},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6847352385520935},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.6413940191268921},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.6387465596199036},{"id":"https://openalex.org/keywords/presentation","display_name":"Presentation (obstetrics)","score":0.5247036218643188},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2607347369194031}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.8563885688781738},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6847352385520935},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.6413940191268921},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.6387465596199036},{"id":"https://openalex.org/C2777601897","wikidata":"https://www.wikidata.org/wiki/Q3409113","display_name":"Presentation (obstetrics)","level":2,"score":0.5247036218643188},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2607347369194031},{"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/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcb57857.2023.10448525","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ijcb57857.2023.10448525","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Joint Conference on Biometrics (IJCB)","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":75,"referenced_works":["https://openalex.org/W1673923490","https://openalex.org/W1945616565","https://openalex.org/W2003092530","https://openalex.org/W2133665775","https://openalex.org/W2180612164","https://openalex.org/W2475287302","https://openalex.org/W2543927648","https://openalex.org/W2570685808","https://openalex.org/W2612637113","https://openalex.org/W2728977829","https://openalex.org/W2768460137","https://openalex.org/W2774644650","https://openalex.org/W2787613668","https://openalex.org/W2798302089","https://openalex.org/W2885013511","https://openalex.org/W2890577321","https://openalex.org/W2890591829","https://openalex.org/W2905311601","https://openalex.org/W2932026309","https://openalex.org/W2950689937","https://openalex.org/W2951523806","https://openalex.org/W2962770929","https://openalex.org/W2962793481","https://openalex.org/W2962847335","https://openalex.org/W2963070423","https://openalex.org/W2963073614","https://openalex.org/W2963149332","https://openalex.org/W2963373786","https://openalex.org/W2963448658","https://openalex.org/W2963542245","https://openalex.org/W2963684088","https://openalex.org/W2963857521","https://openalex.org/W2964245886","https://openalex.org/W2969542116","https://openalex.org/W2969985801","https://openalex.org/W2972986629","https://openalex.org/W3015646845","https://openalex.org/W3027378069","https://openalex.org/W3035459165","https://openalex.org/W3083540668","https://openalex.org/W3091870967","https://openalex.org/W3096831136","https://openalex.org/W3097573595","https://openalex.org/W3110144845","https://openalex.org/W3116054336","https://openalex.org/W3119391778","https://openalex.org/W3125713917","https://openalex.org/W3131975177","https://openalex.org/W3171288285","https://openalex.org/W3188354902","https://openalex.org/W3207485660","https://openalex.org/W4206584038","https://openalex.org/W4226291055","https://openalex.org/W4293846201","https://openalex.org/W4294643831","https://openalex.org/W4297749385","https://openalex.org/W4306832857","https://openalex.org/W4320736717","https://openalex.org/W4394665857","https://openalex.org/W6621378261","https://openalex.org/W6637162671","https://openalex.org/W6640425456","https://openalex.org/W6684314024","https://openalex.org/W6685352114","https://openalex.org/W6697028695","https://openalex.org/W6718379498","https://openalex.org/W6731927902","https://openalex.org/W6739868092","https://openalex.org/W6741036071","https://openalex.org/W6745560452","https://openalex.org/W6746608116","https://openalex.org/W6754438973","https://openalex.org/W6783920880","https://openalex.org/W6790476583","https://openalex.org/W6864375880"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2502115930","https://openalex.org/W2482350142","https://openalex.org/W4246396837","https://openalex.org/W3126451824","https://openalex.org/W1561927205","https://openalex.org/W3191453585","https://openalex.org/W4297672492"],"abstract_inverted_index":{"Evaluating":[0],"the":[1,16,51,62,71,79,86,92,98,144,166],"risk":[2],"level":[3],"of":[4,54,100,168],"adversarial":[5,41,72,105,127],"images":[6,106,128],"is":[7,83],"essential":[8],"for":[9,21,88],"safely":[10],"deploying":[11],"face":[12,101],"authentication":[13,80,102],"models":[14],"in":[15,91,107,134,174],"real":[17,93],"world.":[18,94],"Popular":[19],"approaches":[20],"physical-world":[22],"attacks,":[23,29],"such":[24],"as":[25],"print":[26,121],"or":[27],"replay":[28,123],"suffer":[30],"from":[31],"some":[32],"limitations,":[33],"like":[34],"including":[35],"physical":[36,108,136,177],"and":[37,122,125,159],"geometrical":[38],"artifacts.":[39],"Recently":[40],"attacks":[42,124],"have":[43],"gained":[44],"attraction,":[45],"which":[46],"try":[47],"to":[48,61,104,119,150],"digitally":[49,76],"deceive":[50],"learning":[52],"strategy":[53],"a":[55,135,175],"recognition":[56],"system":[57],"using":[58],"slight":[59],"modifications":[60],"captured":[63],"image.":[64],"While":[65],"most":[66],"previous":[67],"research":[68],"assumes":[69],"that":[70,129],"image":[73],"could":[74],"be":[75],"fed":[77],"into":[78],"systems,":[81],"this":[82,141],"not":[84],"always":[85],"case":[87],"systems":[89,103],"deployed":[90],"This":[95],"paper":[96],"demonstrates":[97],"vulnerability":[99],"world":[109],"scenarios.":[110],"We":[111,152,163],"propose":[112],"AdvGen,":[113],"an":[114],"automated":[115],"Generative":[116],"Adversarial":[117],"Network,":[118],"simulate":[120],"generate":[126],"can":[130],"fool":[131],"state-of-the-art":[132,161],"PADs":[133],"domain":[137],"attack":[138,142,145,170],"setting.":[139],"Using":[140],"strategy,":[143],"success":[146],"rate":[147],"goes":[148],"up":[149],"82.01%.":[151],"test":[153],"AdvGen":[154],"extensively":[155],"on":[156],"four":[157],"datasets":[158],"ten":[160],"PADs.":[162],"also":[164],"demonstrate":[165],"effectiveness":[167],"our":[169],"by":[171],"conducting":[172],"experiments":[173],"realistic,":[176],"environment.":[178]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}