{"id":"https://openalex.org/W3095259706","doi":"https://doi.org/10.21437/interspeech.2020-1052","title":"The Attacker\u2019s Perspective on Automatic Speaker Verification: An Overview","display_name":"The Attacker\u2019s Perspective on Automatic Speaker Verification: An Overview","publication_year":2020,"publication_date":"2020-10-25","ids":{"openalex":"https://openalex.org/W3095259706","doi":"https://doi.org/10.21437/interspeech.2020-1052","mag":"3095259706"},"language":"en","primary_location":{"id":"doi:10.21437/interspeech.2020-1052","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2020-1052","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2020","raw_type":"proceedings-article"},"type":"conference-paper","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/A5029637694","display_name":"Rohan Kumar Das","orcid":"https://orcid.org/0000-0002-1332-3357"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Rohan Kumar Das","raw_affiliation_strings":["Department of Electrical and Computer Engineering, National University of Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103156833","display_name":"Xiaohai Tian","orcid":"https://orcid.org/0000-0001-5219-1249"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Xiaohai Tian","raw_affiliation_strings":["Department of Electrical and Computer Engineering, National University of Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043168931","display_name":"Tomi Kinnunen","orcid":"https://orcid.org/0000-0002-4371-7322"},"institutions":[{"id":"https://openalex.org/I175532246","display_name":"University of Eastern Finland","ror":"https://ror.org/00cyydd11","country_code":"FI","type":"education","lineage":["https://openalex.org/I175532246"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Tomi Kinnunen","raw_affiliation_strings":["School of Computing, University of Eastern Finland, Joensuu, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, University of Eastern Finland, Joensuu, Finland","institution_ids":["https://openalex.org/I175532246"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032690182","display_name":"Haizhou Li","orcid":"https://orcid.org/0000-0001-9158-9401"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Haizhou Li","raw_affiliation_strings":["Department of Electrical and Computer Engineering, National University of Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.2549,"has_fulltext":false,"cited_by_count":64,"citation_normalized_percentile":{"value":0.95473241,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"4213","last_page":"4217"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9951000213623047,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.9951000213623047,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9932000041007996,"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/T11800","display_name":"User Authentication and Security Systems","score":0.9437999725341797,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7795923352241516},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.6920486092567444},{"id":"https://openalex.org/keywords/speaker-verification","display_name":"Speaker verification","score":0.6736375689506531},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3769160509109497},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22548291087150574},{"id":"https://openalex.org/keywords/speaker-recognition","display_name":"Speaker recognition","score":0.2180095613002777}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7795923352241516},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.6920486092567444},{"id":"https://openalex.org/C2982762665","wikidata":"https://www.wikidata.org/wiki/Q1145189","display_name":"Speaker verification","level":3,"score":0.6736375689506531},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3769160509109497},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22548291087150574},{"id":"https://openalex.org/C133892786","wikidata":"https://www.wikidata.org/wiki/Q1145189","display_name":"Speaker recognition","level":2,"score":0.2180095613002777}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.21437/interspeech.2020-1052","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2020-1052","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2020","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W174866149","https://openalex.org/W282499614","https://openalex.org/W769612788","https://openalex.org/W1550612414","https://openalex.org/W1673923490","https://openalex.org/W1945616565","https://openalex.org/W2110589840","https://openalex.org/W2117544888","https://openalex.org/W2120605154","https://openalex.org/W2123299109","https://openalex.org/W2128466129","https://openalex.org/W2154278880","https://openalex.org/W2168265087","https://openalex.org/W2260330803","https://openalex.org/W2565029122","https://openalex.org/W2588445447","https://openalex.org/W2603766943","https://openalex.org/W2605024226","https://openalex.org/W2607219512","https://openalex.org/W2651834199","https://openalex.org/W2658996865","https://openalex.org/W2798302089","https://openalex.org/W2806000759","https://openalex.org/W2807325376","https://openalex.org/W2886520477","https://openalex.org/W2936802426","https://openalex.org/W2962747881","https://openalex.org/W2963035245","https://openalex.org/W2963127219","https://openalex.org/W2963178695","https://openalex.org/W2963389226","https://openalex.org/W2963744840","https://openalex.org/W2963971656","https://openalex.org/W2972532204","https://openalex.org/W2972811785","https://openalex.org/W2972908178","https://openalex.org/W2973045721","https://openalex.org/W2984229499","https://openalex.org/W3006808893","https://openalex.org/W3007679772","https://openalex.org/W3015958938","https://openalex.org/W3016138785","https://openalex.org/W3024837596","https://openalex.org/W3104514529","https://openalex.org/W4247200422","https://openalex.org/W4288029451","https://openalex.org/W4289383906"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W1975467175","https://openalex.org/W2358668433","https://openalex.org/W2149537132","https://openalex.org/W2376932109","https://openalex.org/W2546089952","https://openalex.org/W2140022733","https://openalex.org/W1516392727"],"abstract_inverted_index":{"Security":[0],"of":[1,15,45,68],"automatic":[2],"speaker":[3],"verification":[4],"(ASV)":[5],"systems":[6,47],"is":[7],"compromised":[8],"by":[9,63],"various":[10],"spoofing":[11,73],"attacks.While":[12],"many":[13],"types":[14],"non-proactive":[16],"attacks":[17,70,84],"(and":[18],"their":[19],"defenses)":[20],"have":[21],"been":[22],"studied":[23],"in":[24],"the":[25,42,78],"past,":[26],"attacker's":[27],"perspective":[28],"on":[29,58,65,71,82],"ASV,":[30,72],"represents":[31],"a":[32],"far":[33],"less":[34],"explored":[35],"direction.It":[36],"can":[37],"potentially":[38],"help":[39],"to":[40,51,90],"identify":[41],"weakest":[43],"parts":[44],"ASV":[46],"and":[48,85],"be":[49],"used":[50],"develop":[52],"attackeraware":[53],"systems.We":[54],"present":[55],"an":[56],"overview":[57],"this":[59],"emerging":[60],"research":[61],"area":[62],"focusing":[64],"potential":[66],"threats":[67],"adversarial":[69,95],"countermeasures,":[74],"or":[75],"both.We":[76],"conclude":[77],"study":[79],"with":[80],"discussion":[81],"selected":[83],"leveraging":[86],"from":[87],"such":[88],"knowledge":[89],"improve":[91],"defense":[92],"mechanisms":[93],"against":[94],"attacks.":[96]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":5}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}