{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,11]],"date-time":"2026-06-11T15:54:25Z","timestamp":1781193265972,"version":"3.54.1"},"reference-count":51,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100012166","name":"National Key Technology Research and Development Program","doi-asserted-by":"publisher","award":["2020AAA0140000"],"award-info":[{"award-number":["2020AAA0140000"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans.Inform.Forensic Secur."],"published-print":{"date-parts":[[2023]]},"DOI":"10.1109\/tifs.2023.3235579","type":"journal-article","created":{"date-parts":[[2023,1,9]],"date-time":"2023-01-09T20:33:53Z","timestamp":1673296433000},"page":"1095-1110","source":"Crossref","is-referenced-by-count":51,"title":["Forensic Symmetry for DeepFakes"],"prefix":"10.1109","volume":"18","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5828-9201","authenticated-orcid":false,"given":"Gen","family":"Li","sequence":"first","affiliation":[{"name":"State Key Laboratory of Information Security, Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5617-8399","authenticated-orcid":false,"given":"Xianfeng","family":"Zhao","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Information Security, Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3433-0764","authenticated-orcid":false,"given":"Yun","family":"Cao","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Information Security, Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2020.3002101"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2020.06.014"},{"key":"ref3","volume-title":"Faceswap","year":"2019"},{"key":"ref4","volume-title":"Faceswap-GAN","year":"2019"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/WACVW.2019.00020"},{"key":"ref6","first-page":"46","article-title":"Exposing deepfake videos by detecting face warping artifacts","volume-title":"Proc. IEEE Conf. Comput. Vis. Pattern Recognit. Workshops (CVPR)","author":"Li"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2019.8683164"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/WIFS.2018.8630787"},{"key":"ref9","first-page":"38","article-title":"Protecting world leaders against deep fakes","volume-title":"Proc. IEEE Conf. Comput. Vis. Pattern Recognit. Workshops (CVPR)","author":"Agarwal"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW.2019.00213"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW50498.2020.00341"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/WIFS.2018.8630761"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58610-2_6"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00083"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP42928.2021.9506272"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00505"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2020\/476"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00582"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW50498.2020.00336"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2019.8682602"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.195"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00222"},{"key":"ref23","first-page":"6105","article-title":"EfficientNet: Rethinking model scaling for convolutional neural networks","volume-title":"Proc. Mach. Learn. Res.","volume":"97","author":"Tan"},{"key":"ref24","article-title":"DeepFakes: A new threat to face recognition? Assessment and detection","author":"Korshunov","year":"2018","journal-title":"arXiv:1812.08685"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/AVSS.2018.8639163"},{"key":"ref26","first-page":"80","article-title":"Recurrent convolutional strategies for face manipulation detection in videos","volume-title":"Proc. IEEE Conf. Comput. Vis. Pattern Recognit. Workshops (CVPR)","author":"Sabir"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW50498.2020.00342"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW.2019.00152"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00500"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00361"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/BTAS46853.2019.9185974"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-68821-9_38"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/WACV45572.2020.9093628"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2017.229"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-95398-0_4"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00791"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/IWBF50991.2021.9465076"},{"key":"ref39","first-page":"3247","article-title":"Leveraging frequency analysis for deep fake image recognition","volume-title":"Proc. 37th Int. Conf. Mach. Learn., (ICML)","volume":"119","author":"Frank"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58571-6_39"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/3394171.3414034"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i1.19978"},{"key":"ref43","first-page":"1755","article-title":"Dlib-ml: A machine learning toolkit","volume":"10","author":"King","year":"2009","journal-title":"J. Mach. Learn. Res."},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00009"},{"key":"ref45","volume-title":"Contributing Data to Deepfake Detection Research","year":"2019"},{"key":"ref46","article-title":"The deepfake detection challenge (DFDC) preview dataset","author":"Dolhansky","year":"2019","journal-title":"arXiv:1910.08854"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00327"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1145\/3306346.3323035"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.262"},{"key":"ref50","volume-title":"Faceswap","year":"2016"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.74"}],"container-title":["IEEE Transactions on Information Forensics and Security"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10206\/9970396\/10012351.pdf?arnumber=10012351","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,2]],"date-time":"2024-03-02T14:40:37Z","timestamp":1709390437000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10012351\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"references-count":51,"URL":"https:\/\/doi.org\/10.1109\/tifs.2023.3235579","relation":{},"ISSN":["1556-6013","1556-6021"],"issn-type":[{"value":"1556-6013","type":"print"},{"value":"1556-6021","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023]]}}}