{"id":"https://openalex.org/W4225280137","doi":"https://doi.org/10.1109/icassp43922.2022.9746848","title":"AdverFacial: Privacy-Preserving Universal Adversarial Perturbation Against Facial Micro-Expression Leakages","display_name":"AdverFacial: Privacy-Preserving Universal Adversarial Perturbation Against Facial Micro-Expression Leakages","publication_year":2022,"publication_date":"2022-04-27","ids":{"openalex":"https://openalex.org/W4225280137","doi":"https://doi.org/10.1109/icassp43922.2022.9746848"},"language":"en","primary_location":{"id":"doi:10.1109/icassp43922.2022.9746848","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp43922.2022.9746848","pdf_url":null,"source":{"id":"https://openalex.org/S4363607702","display_name":"ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5023121175","display_name":"Yin-Yin Low","orcid":null},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Yin-Yin Low","raw_affiliation_strings":["Monash University,School of IT","School of IT, Monash University"],"affiliations":[{"raw_affiliation_string":"Monash University,School of IT","institution_ids":["https://openalex.org/I56590836"]},{"raw_affiliation_string":"School of IT, Monash University","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013918272","display_name":"Angeline Tanvy","orcid":null},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Angeline Tanvy","raw_affiliation_strings":["Monash University,School of IT","School of IT, Monash University"],"affiliations":[{"raw_affiliation_string":"Monash University,School of IT","institution_ids":["https://openalex.org/I56590836"]},{"raw_affiliation_string":"School of IT, Monash University","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066166428","display_name":"Rapha\u00ebl C.\u2010W. Phan","orcid":"https://orcid.org/0000-0001-7448-4595"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Raphael C.-W. Phan","raw_affiliation_strings":["Monash University,School of IT","School of IT, Monash University"],"affiliations":[{"raw_affiliation_string":"Monash University,School of IT","institution_ids":["https://openalex.org/I56590836"]},{"raw_affiliation_string":"School of IT, Monash University","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034967388","display_name":"Xiaojun Chang","orcid":"https://orcid.org/0000-0002-7778-8807"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xiaojun Chang","raw_affiliation_strings":["University of Technology,ReLER Lab,Sydney,Australia","ReLER Lab, University of Technology, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"University of Technology,ReLER Lab,Sydney,Australia","institution_ids":["https://openalex.org/I114017466"]},{"raw_affiliation_string":"ReLER Lab, University of Technology, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5023121175"],"corresponding_institution_ids":["https://openalex.org/I56590836"],"apc_list":null,"apc_paid":null,"fwci":0.9355,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.75565611,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"2754","last_page":"2758"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9997000098228455,"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":0.9997000098228455,"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/T12122","display_name":"Physical Unclonable Functions (PUFs) and Hardware Security","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9854999780654907,"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/adversarial-system","display_name":"Adversarial system","score":0.7626407742500305},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6124167442321777},{"id":"https://openalex.org/keywords/facial-expression","display_name":"Facial expression","score":0.571086049079895},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.5116520524024963},{"id":"https://openalex.org/keywords/facial-expression-recognition","display_name":"Facial expression recognition","score":0.5029980540275574},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4427073299884796},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.3559545874595642},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.3532909154891968},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3322014808654785},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3319510221481323},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3219326138496399},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.24785906076431274},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09082809090614319}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.7626407742500305},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6124167442321777},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.571086049079895},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.5116520524024963},{"id":"https://openalex.org/C2987714656","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Facial expression recognition","level":4,"score":0.5029980540275574},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4427073299884796},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3559545874595642},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.3532909154891968},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3322014808654785},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3319510221481323},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3219326138496399},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.24785906076431274},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09082809090614319}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp43922.2022.9746848","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp43922.2022.9746848","pdf_url":null,"source":{"id":"https://openalex.org/S4363607702","display_name":"ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.5799999833106995,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1673923490","https://openalex.org/W2006426145","https://openalex.org/W2044106642","https://openalex.org/W2163605009","https://openalex.org/W2462996230","https://openalex.org/W2502450975","https://openalex.org/W2543927648","https://openalex.org/W2605289356","https://openalex.org/W2809943552","https://openalex.org/W2938266529","https://openalex.org/W2944015313","https://openalex.org/W2947129602","https://openalex.org/W2962917037","https://openalex.org/W2963560523","https://openalex.org/W2964606879","https://openalex.org/W2964784299","https://openalex.org/W2998254302","https://openalex.org/W3162162782","https://openalex.org/W3176600562","https://openalex.org/W3179761913","https://openalex.org/W6637162671","https://openalex.org/W6684191040","https://openalex.org/W6749656578","https://openalex.org/W6798756543"],"related_works":["https://openalex.org/W2642127892","https://openalex.org/W4205986151","https://openalex.org/W2355913164","https://openalex.org/W2162992774","https://openalex.org/W1153638794","https://openalex.org/W2168968280","https://openalex.org/W2116055069","https://openalex.org/W2901126000","https://openalex.org/W4323520705","https://openalex.org/W2356663679"],"abstract_inverted_index":{"Privacy":[0],"safeguards":[1],"are":[2,22,28],"crucial,":[3],"notably":[4],"now":[5],"with":[6,117,136],"increased":[7],"virtual":[8],"conferencing":[9],"usage":[10],"during":[11],"the":[12,52,88,110],"Covid":[13],"pandemic.":[14],"In":[15],"contrast":[16],"to":[17,25,40,58,113],"conventional":[18],"facial":[19,32],"expressions":[20],"that":[21,49,55,71],"visually":[23],"obvious":[24],"humans,":[26],"micro-expressions":[27],"involuntary":[29],"and":[30,124,140,143],"transient":[31],"expressions,":[33],"commonly":[34],"manifested":[35],"involuntarily":[36],"when":[37],"we":[38],"aim":[39],"withhold":[41],"our":[42,145],"emotions.":[43],"Advanced":[44],"micro-expression":[45,102,115],"recognition":[46,141],"techniques":[47],"exist":[48],"can":[50],"reveal":[51],"genuine":[53],"emotions":[54],"people":[56],"attempt":[57],"conceal,":[59],"thus":[60],"threatening":[61],"individual":[62],"emotional":[63,149],"privacy,":[64],"as":[65],"fundamental":[66],"human":[67],"rights":[68],"would":[69],"dictate":[70],"one":[72],"should":[73],"have":[74],"a":[75,118],"choice":[76],"of":[77],"what":[78],"emotion":[79],"is":[80],"being":[81],"shown":[82],"or":[83],"not":[84],"shown.":[85],"We":[86,108,129],"propose":[87],"novel":[89],"universal":[90],"adversarial":[91],"perturbation-based":[92],"approach":[93],"-":[94,96],"AdverFacial":[95],"for":[97],"privacy":[98],"concealment":[99],"against":[100],"automated":[101],"analysis":[103],"via":[104],"deep":[105],"learning":[106],"techniques.":[107],"derive":[109],"optimal":[111],"strategy":[112],"achieve":[114],"misclassification":[116],"high":[119],"success":[120],"rate,":[121],"low":[122],"perceptibility":[123],"cross":[125],"neural":[126],"network":[127],"transferability.":[128],"perform":[130],"experiments":[131],"on":[132],"two":[133],"popular":[134],"datasets":[135],"state-of-the-art":[137],"microexpression":[138],"spotting":[139],"models":[142],"demonstrate":[144],"approach\u2019s":[146],"effectiveness":[147],"in":[148],"concealment.":[150]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3}],"updated_date":"2026-02-25T08:12:03.925757","created_date":"2025-10-10T00:00:00"}