{"id":"https://openalex.org/W4410890448","doi":"https://doi.org/10.1007/978-3-031-92648-8_19","title":"Detect Fake with\u00a0Fake: Leveraging Synthetic Data-Driven Representation for\u00a0Synthetic Image Detection","display_name":"Detect Fake with\u00a0Fake: Leveraging Synthetic Data-Driven Representation for\u00a0Synthetic Image Detection","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4410890448","doi":"https://doi.org/10.1007/978-3-031-92648-8_19"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-92648-8_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-92648-8_19","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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":null,"display_name":"Hina Otake","orcid":"https://orcid.org/0009-0000-3382-3079"},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]},{"id":"https://openalex.org/I4210102063","display_name":"Challenge Alaska","ror":"https://ror.org/016g6pe62","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210102063"]}],"countries":["JP","US"],"is_corresponding":true,"raw_author_name":"Hina Otake","raw_affiliation_strings":["Waseda University, Tokyo, Japan","cvpaper.challenge, Tokyo, Japan"],"raw_orcid":"https://orcid.org/0009-0000-3382-3079","affiliations":[{"raw_affiliation_string":"Waseda University, Tokyo, Japan","institution_ids":["https://openalex.org/I150744194"]},{"raw_affiliation_string":"cvpaper.challenge, Tokyo, Japan","institution_ids":["https://openalex.org/I4210102063"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069581739","display_name":"Yoshihiro Fukuhara","orcid":"https://orcid.org/0000-0001-8892-5339"},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]},{"id":"https://openalex.org/I4210102063","display_name":"Challenge Alaska","ror":"https://ror.org/016g6pe62","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210102063"]}],"countries":["JP","US"],"is_corresponding":false,"raw_author_name":"Yoshihiro Fukuhara","raw_affiliation_strings":["Waseda University, Tokyo, Japan","cvpaper.challenge, Tokyo, Japan"],"raw_orcid":"https://orcid.org/0000-0001-8892-5339","affiliations":[{"raw_affiliation_string":"Waseda University, Tokyo, Japan","institution_ids":["https://openalex.org/I150744194"]},{"raw_affiliation_string":"cvpaper.challenge, Tokyo, Japan","institution_ids":["https://openalex.org/I4210102063"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065350557","display_name":"Yoshiki Kubotani","orcid":"https://orcid.org/0000-0001-5448-7828"},"institutions":[{"id":"https://openalex.org/I4210102063","display_name":"Challenge Alaska","ror":"https://ror.org/016g6pe62","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210102063"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yoshiki Kubotani","raw_affiliation_strings":["cvpaper.challenge, Tokyo, Japan"],"raw_orcid":"https://orcid.org/0000-0001-5448-7828","affiliations":[{"raw_affiliation_string":"cvpaper.challenge, Tokyo, Japan","institution_ids":["https://openalex.org/I4210102063"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083427215","display_name":"Shigeo Morishima","orcid":"https://orcid.org/0000-0001-8859-6539"},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shigeo Morishima","raw_affiliation_strings":["Waseda Research Institute for Science and Engineering, Tokyo, Japan"],"raw_orcid":"https://orcid.org/0000-0001-8859-6539","affiliations":[{"raw_affiliation_string":"Waseda Research Institute for Science and Engineering, Tokyo, Japan","institution_ids":["https://openalex.org/I150744194"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I150744194","https://openalex.org/I4210102063"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.27746266,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"316","last_page":"332"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.9998000264167786,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9998000264167786,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9988999962806702,"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/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9865000247955322,"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/computer-science","display_name":"Computer science","score":0.8226394057273865},{"id":"https://openalex.org/keywords/synthetic-data","display_name":"Synthetic data","score":0.6782823801040649},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6075037717819214},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5580704212188721},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.51936274766922},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4544258117675781},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4277363419532776}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8226394057273865},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.6782823801040649},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6075037717819214},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5580704212188721},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.51936274766922},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4544258117675781},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4277363419532776},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-92648-8_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-92648-8_19","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W1981276685","https://openalex.org/W2038168805","https://openalex.org/W2081863860","https://openalex.org/W2097836861","https://openalex.org/W2194775991","https://openalex.org/W2301937176","https://openalex.org/W2787755382","https://openalex.org/W2799265886","https://openalex.org/W2811414481","https://openalex.org/W2883861033","https://openalex.org/W2889326414","https://openalex.org/W2907295878","https://openalex.org/W2954930822","https://openalex.org/W2962770929","https://openalex.org/W2962793481","https://openalex.org/W2962974533","https://openalex.org/W2963522749","https://openalex.org/W2963767194","https://openalex.org/W2982058372","https://openalex.org/W2984700035","https://openalex.org/W2984854289","https://openalex.org/W2991318208","https://openalex.org/W3012472557","https://openalex.org/W3034577585","https://openalex.org/W3034600949","https://openalex.org/W3035574324","https://openalex.org/W3092709185","https://openalex.org/W3112788634","https://openalex.org/W3135367836","https://openalex.org/W3137182587","https://openalex.org/W3159481202","https://openalex.org/W4255023712","https://openalex.org/W4281485151","https://openalex.org/W4286254503","https://openalex.org/W4306820534","https://openalex.org/W4310514436","https://openalex.org/W4312388562","https://openalex.org/W4312411334","https://openalex.org/W4312753047","https://openalex.org/W4312933868","https://openalex.org/W4313013151","https://openalex.org/W4366208220","https://openalex.org/W4386071953","https://openalex.org/W4386075504","https://openalex.org/W4386075954","https://openalex.org/W4386076458","https://openalex.org/W4388412861","https://openalex.org/W4388623432","https://openalex.org/W4391563741","https://openalex.org/W4400111570","https://openalex.org/W4402716164","https://openalex.org/W4402716244","https://openalex.org/W4402716253","https://openalex.org/W4402753859","https://openalex.org/W4402774769","https://openalex.org/W4402904017","https://openalex.org/W4402904191","https://openalex.org/W4402915983","https://openalex.org/W4402916163","https://openalex.org/W4404002774","https://openalex.org/W4404239051","https://openalex.org/W6600351811","https://openalex.org/W6600617704","https://openalex.org/W6631455383","https://openalex.org/W6790978476","https://openalex.org/W6825118135","https://openalex.org/W6859752698","https://openalex.org/W6912494966"],"related_works":["https://openalex.org/W2062195135","https://openalex.org/W2795079307","https://openalex.org/W2793058541","https://openalex.org/W1983629434","https://openalex.org/W2055929693","https://openalex.org/W4324271173","https://openalex.org/W2352227742","https://openalex.org/W4390679071","https://openalex.org/W1967645776","https://openalex.org/W3006966347"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}