{"id":"https://openalex.org/W4414945373","doi":"https://doi.org/10.1145/3746265.3759659","title":"No Detector to Rule Them All","display_name":"No Detector to Rule Them All","publication_year":2025,"publication_date":"2025-10-08","ids":{"openalex":"https://openalex.org/W4414945373","doi":"https://doi.org/10.1145/3746265.3759659"},"language":"en","primary_location":{"id":"doi:10.1145/3746265.3759659","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3746265.3759659","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st on Deepfake Forensics Workshop: Detection, Attribution, Recognition, and Adversarial Challenges in the Era of AI-Generated Media","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/A5050415063","display_name":"Alan Perotti","orcid":"https://orcid.org/0000-0002-1690-6865"},"institutions":[{"id":"https://openalex.org/I134940468","display_name":"Institute for Scientific Interchange","ror":"https://ror.org/00te2x188","country_code":"IT","type":"facility","lineage":["https://openalex.org/I134940468"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Alan Perotti","raw_affiliation_strings":["CENTAI Institute, Turin, Italy"],"raw_orcid":"https://orcid.org/0000-0002-1690-6865","affiliations":[{"raw_affiliation_string":"CENTAI Institute, Turin, Italy","institution_ids":["https://openalex.org/I134940468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092172039","display_name":"Marco Nurisso","orcid":"https://orcid.org/0009-0001-3589-9170"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marco Nurisso","raw_affiliation_strings":["Polytechnic Institute of Turin, Turin, Italy"],"raw_orcid":"https://orcid.org/0009-0001-3589-9170","affiliations":[{"raw_affiliation_string":"Polytechnic Institute of Turin, Turin, Italy","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067828159","display_name":"Mirko Zaffaroni","orcid":"https://orcid.org/0000-0003-1111-4217"},"institutions":[{"id":"https://openalex.org/I134940468","display_name":"Institute for Scientific Interchange","ror":"https://ror.org/00te2x188","country_code":"IT","type":"facility","lineage":["https://openalex.org/I134940468"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mirko Zaffaroni","raw_affiliation_strings":["CENTAI Institute, Turin, Italy"],"raw_orcid":"https://orcid.org/0000-0003-1111-4217","affiliations":[{"raw_affiliation_string":"CENTAI Institute, Turin, Italy","institution_ids":["https://openalex.org/I134940468"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5050415063"],"corresponding_institution_ids":["https://openalex.org/I134940468"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.25918584,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"65","last_page":"72"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.98089998960495,"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"}},"topics":[{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.98089998960495,"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":0.9427000284194946,"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/transparency","display_name":"Transparency (behavior)","score":0.6751000285148621},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.5044999718666077},{"id":"https://openalex.org/keywords/identity","display_name":"Identity (music)","score":0.4661000072956085},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.3582000136375427},{"id":"https://openalex.org/keywords/digital-image","display_name":"Digital image","score":0.30649998784065247},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.299699991941452}],"concepts":[{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.6751000285148621},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5727999806404114},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.5044999718666077},{"id":"https://openalex.org/C2778355321","wikidata":"https://www.wikidata.org/wiki/Q17079427","display_name":"Identity (music)","level":2,"score":0.4661000072956085},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44850000739097595},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39340001344680786},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.3582000136375427},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.33390000462532043},{"id":"https://openalex.org/C42781572","wikidata":"https://www.wikidata.org/wiki/Q1250322","display_name":"Digital image","level":4,"score":0.30649998784065247},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.299699991941452},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.2937000095844269},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.2867000102996826},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.28299999237060547},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.271699994802475},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.2689000070095062},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.266400009393692},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.26420000195503235}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3746265.3759659","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3746265.3759659","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st on Deepfake Forensics Workshop: Detection, Attribution, Recognition, and Adversarial Challenges in the Era of AI-Generated Media","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":41,"referenced_works":["https://openalex.org/W1834627138","https://openalex.org/W2194775991","https://openalex.org/W2239239723","https://openalex.org/W2883289607","https://openalex.org/W2923280675","https://openalex.org/W2962770929","https://openalex.org/W2962793481","https://openalex.org/W2963767194","https://openalex.org/W2965128575","https://openalex.org/W2990269423","https://openalex.org/W3034530968","https://openalex.org/W3034577585","https://openalex.org/W3034625979","https://openalex.org/W3034795015","https://openalex.org/W3035063907","https://openalex.org/W3035231706","https://openalex.org/W3035574324","https://openalex.org/W3040168631","https://openalex.org/W3106333289","https://openalex.org/W3119391778","https://openalex.org/W3158734383","https://openalex.org/W3173126908","https://openalex.org/W3180059462","https://openalex.org/W3180355996","https://openalex.org/W3212516020","https://openalex.org/W4285981784","https://openalex.org/W4286869901","https://openalex.org/W4312933868","https://openalex.org/W4319300674","https://openalex.org/W4320013936","https://openalex.org/W4375869427","https://openalex.org/W4385486282","https://openalex.org/W4386071953","https://openalex.org/W4386075856","https://openalex.org/W4386075954","https://openalex.org/W4389370799","https://openalex.org/W4390872297","https://openalex.org/W4390873235","https://openalex.org/W4393154086","https://openalex.org/W4402716164","https://openalex.org/W6908846027"],"related_works":[],"abstract_inverted_index":{"Deepfakes-hyper-realistic":[0],"synthetic":[1,33],"images":[2],"generated":[3],"by":[4],"advanced":[5],"AI":[6],"models-pose":[7],"a":[8,37,42],"growing":[9],"threat":[10],"to":[11],"privacy,":[12],"security,":[13],"fairness,":[14],"and":[15,63],"trust":[16],"in":[17,66],"digital":[18],"media.":[19],"As":[20],"generative":[21],"models":[22],"become":[23],"more":[24],"sophisticated,":[25],"detecting":[26],"whether":[27],"an":[28],"image":[29],"is":[30,34,49],"real":[31],"or":[32],"no":[35],"longer":[36],"purely":[38],"technical":[39],"challenge,":[40],"but":[41],"critical":[43],"societal":[44],"imperative.":[45],"Robust":[46],"deepfake":[47],"detection":[48],"essential":[50],"for":[51],"preserving":[52],"the":[53],"integrity":[54],"of":[55],"online":[56],"information,":[57],"protecting":[58],"individuals":[59],"from":[60],"identity":[61],"misuse,":[62],"ensuring":[64],"transparency":[65],"AI-generated":[67],"content.":[68]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}