{"id":"https://openalex.org/W7156978361","doi":"https://doi.org/10.48550/arxiv.2604.24163","title":"Robust Deepfake Detection, NTIRE 2026 Challenge: Report","display_name":"Robust Deepfake Detection, NTIRE 2026 Challenge: Report","publication_year":2026,"publication_date":"2026-04-27","ids":{"openalex":"https://openalex.org/W7156978361","doi":"https://doi.org/10.48550/arxiv.2604.24163"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2604.24163","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.24163","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2604.24163","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5120646383","display_name":"Benedikt Hopf","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hopf, Benedikt","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134803856","display_name":"Radu Timofte","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Timofte, Radu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134804685","display_name":"Chenfan Qu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qu, Chenfan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056613138","display_name":"Junchi Li","orcid":"https://orcid.org/0009-0007-6552-6969"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li, Junchi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134757028","display_name":"Fei Wu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wu, Fei","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113405461","display_name":"Dagong Lu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lu, Dagong","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064996014","display_name":"Mufeng Yao","orcid":"https://orcid.org/0009-0008-5047-5158"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yao, Mufeng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134765127","display_name":"Xinlei Xu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xu, Xinlei","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134797162","display_name":"Fengjun Guo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guo, Fengjun","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134772653","display_name":"Yongwei Tang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tang, Yongwei","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134813012","display_name":"Zhiqiang Yang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yang, Zhiqiang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134820610","display_name":"Zhiqiang Wu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wu, Zhiqiang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134770209","display_name":"Jia Wen Seow","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Seow, Jia Wen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009454682","display_name":"Hong Vin Koay","orcid":"https://orcid.org/0000-0002-8428-093X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Koay, Hong Vin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093875970","display_name":"Haodong Ren","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ren, Haodong","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134806494","display_name":"Feng Xu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xu, Feng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134799360","display_name":"Shuai Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Shuai","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118801425","display_name":"Minh-Khoa Le-Phan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Le-Phan, Minh-Khoa","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126782283","display_name":"Minh-Hoang Le","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Le, Minh-Hoang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134820485","display_name":"Trong-Le Do","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Do, Trong-Le","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134757841","display_name":"Minh-Triet Tran","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tran, Minh-Triet","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088689617","display_name":"Chih-Yu Jian","orcid":"https://orcid.org/0000-0001-6014-5154"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jian, Chih-Yu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134753168","display_name":"Yi-Fan Wang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Yi-Fan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134207263","display_name":"Bang-Kang Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Bang-Kang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134810997","display_name":"You-Chen Chao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chao, You-Chen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134759587","display_name":"Chia-Ming Lee","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lee, Chia-Ming","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134779408","display_name":"Fu-En Yang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yang, Fu-En","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134781106","display_name":"Yu-Chiang Frank Wang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Yu-Chiang Frank","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134775590","display_name":"Chih-Chung Hsu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hsu, Chih-Chung","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134760579","display_name":"Aashish Negi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Negi, Aashish","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082318034","display_name":"Hardik Sharma","orcid":"https://orcid.org/0000-0003-0028-013X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sharma, Hardik","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126597181","display_name":"Prateek Shaily","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shaily, Prateek","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134802708","display_name":"Jayant Kumar","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kumar, Jayant","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134769941","display_name":"Sachin Chaudhary","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chaudhary, Sachin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014376368","display_name":"Akshay Dudhane","orcid":"https://orcid.org/0000-0002-0908-1930"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dudhane, Akshay","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091700001","display_name":"Praful Hambarde","orcid":"https://orcid.org/0000-0002-7976-9095"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hambarde, Praful","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134768188","display_name":"Amit Shukla","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shukla, Amit","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134790125","display_name":"Jielun Peng","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Peng, Jielun","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134787919","display_name":"Yabin Wang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Yabin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134772928","display_name":"Yaqi Li","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li, Yaqi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134792559","display_name":"Jincheng Liu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu, Jincheng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134771405","display_name":"Xiaopeng Hong","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hong, Xiaopeng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134817339","display_name":"Krish Wadhwani","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wadhwani, Krish","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134815988","display_name":"Liam Fitzpatrick","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fitzpatrick, Liam","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065555244","display_name":"Utkarsh Tiwari","orcid":"https://orcid.org/0000-0003-3360-6538"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tiwari, Utkarsh","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134753964","display_name":"Bilel Benjdira","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Benjdira, Bilel","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013403772","display_name":"Anas M. Ali","orcid":"https://orcid.org/0000-0003-0836-6931"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ali, Anas M.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042123158","display_name":"Wadii Boulila","orcid":"https://orcid.org/0000-0003-2133-0757"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Boulila, Wadii","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124302915","display_name":"Cristian Lazo Quispe","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Quispe, Cristian Lazo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134762460","display_name":"Aishwarya A","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"A, Aishwarya","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134802658","display_name":"Akshara S","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S, Akshara","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130667210","display_name":"Ashwathi N","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"N, Ashwathi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086463588","display_name":"Jiachen Tu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tu, Jiachen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134755979","display_name":"Guoyi Xu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xu, Guoyi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134796598","display_name":"Yaoxin Jiang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jiang, Yaoxin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134798144","display_name":"Jiajia Liu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu, Jiajia","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5134775149","display_name":"Yaokun Shi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shi, Yaokun","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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":0.6389999985694885,"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":0.6389999985694885,"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":0.0754999965429306,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.0430000014603138,"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/robustness","display_name":"Robustness (evolution)","score":0.7389000058174133},{"id":"https://openalex.org/keywords/generality","display_name":"Generality","score":0.6976000070571899},{"id":"https://openalex.org/keywords/limiting","display_name":"Limiting","score":0.5855000019073486},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5241000056266785},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.47999998927116394},{"id":"https://openalex.org/keywords/strengths-and-weaknesses","display_name":"Strengths and weaknesses","score":0.4343000054359436}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7389000058174133},{"id":"https://openalex.org/C2780767217","wikidata":"https://www.wikidata.org/wiki/Q5532421","display_name":"Generality","level":2,"score":0.6976000070571899},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.641700029373169},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.5855000019073486},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5241000056266785},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.492900013923645},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.47999998927116394},{"id":"https://openalex.org/C63882131","wikidata":"https://www.wikidata.org/wiki/Q17122954","display_name":"Strengths and weaknesses","level":2,"score":0.4343000054359436},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3781999945640564},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.36239999532699585},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.35040000081062317},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3181000053882599},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.29420000314712524},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.27880001068115234},{"id":"https://openalex.org/C201729545","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability theory","level":3,"score":0.2671000063419342},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.26350000500679016}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2604.24163","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.24163","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2604.24163","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.24163","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Robustness":[0],"is":[1,11,43],"a":[2,84,106,165],"long-overlooked":[3],"problem":[4],"in":[5,14,37,58],"deepfake":[6],"detection.":[7],"However,":[8],"detection":[9],"performance":[10,186],"nearly":[12],"worthless":[13],"the":[15,38,55,67,116,119,123,130,133,142,150,155,159,176],"real":[16],"world":[17],"if":[18],"it":[19],"suffers":[20],"under":[21],"exposure":[22],"to":[23,30,115,140,168,200],"even":[24],"slight":[25],"image":[26,39],"degradation.":[27],"In":[28],"addition":[29],"weaker":[31],"degradations":[32,101],"that":[33,49,59,77,86],"can":[34],"accidentally":[35],"occur":[36],"processing":[40],"pipeline,":[41],"there":[42],"another":[44],"risk":[45],"of":[46,66,102,109,122,132,152,187],"malicious":[47],"deepfakes":[48],"specifically":[50,75],"introduce":[51],"degradations,":[52],"purposefully":[53],"exploiting":[54],"detector's":[56],"weaknesses":[57],"regard.":[60],"Here,":[61],"we":[62],"present":[63],"an":[64,92],"overview":[65],"NTIRE":[68],"2026":[69],"Robust":[70],"Deepfake":[71],"Detection":[72],"Challenge,":[73],"which":[74,95],"addresses":[76],"problem.":[78],"Participants":[79],"were":[80,136,162],"tasked":[81],"with":[82,145],"building":[83],"detector":[85],"would":[87],"later":[88],"be":[89],"tested":[90],"on":[91,154,164,192],"unknown":[93],"test-set,":[94],"included":[96],"both":[97],"common":[98],"and":[99,112,185,197,203],"uncommon":[100],"various":[103],"strengths.":[104],"With":[105],"total":[107],"number":[108],"337":[110],"participants":[111,135],"57":[113],"submissions":[114],"final":[117],"leaderboard,":[118],"first":[120],"edition":[121],"challenge":[124],"was":[125],"well":[126,182],"received.":[127],"To":[128],"ensure":[129],"reliability":[131],"results,":[134],"given":[137],"only":[138],"24h":[139],"complete":[141],"test":[143,156],"run":[144],"no":[146],"labels":[147],"provided,":[148],"limiting":[149],"possibility":[151],"training":[153,199],"data.":[157],"Furthermore,":[158],"top":[160],"solutions":[161],"scored":[163],"private":[166],"test-set":[167],"detect":[169],"any":[170],"such":[171],"overfitting.":[172],"This":[173],"report":[174],"presents":[175],"competition":[177],"setting,":[178],"dataset":[179],"preparation,":[180],"as":[181,183],"details":[184],"methods.":[188],"Top":[189],"methods":[190],"rely":[191],"large":[193],"foundation":[194],"models,":[195],"ensembles,":[196],"degradation":[198],"combine":[201],"generality":[202],"robustness.":[204]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-04-29T00:00:00"}