{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,15]],"date-time":"2026-06-15T10:25:35Z","timestamp":1781519135099,"version":"3.54.1"},"reference-count":36,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,10,11]],"date-time":"2021-10-11T00:00:00Z","timestamp":1633910400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,10,11]],"date-time":"2021-10-11T00:00:00Z","timestamp":1633910400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100007160","name":"Wichita State University","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100007160","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000181","name":"Air Force Office of Scientific Research","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000181","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000181","name":"Air Force Office of Scientific Research","doi-asserted-by":"publisher","award":["13106715"],"award-info":[{"award-number":["13106715"]}],"id":[{"id":"10.13039\/100000181","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,10,11]]},"DOI":"10.1109\/iccst49569.2021.9717407","type":"proceedings-article","created":{"date-parts":[[2022,2,25]],"date-time":"2022-02-25T20:36:02Z","timestamp":1645821362000},"page":"1-6","source":"Crossref","is-referenced-by-count":51,"title":["An Experimental Evaluation on Deepfake Detection using Deep Face Recognition"],"prefix":"10.1109","author":[{"given":"Sreeraj","family":"Ramachandran","sequence":"first","affiliation":[{"name":"School of Computing, Wichita State University,Wichita,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Aakash Varma","family":"Nadimpalli","sequence":"additional","affiliation":[{"name":"School of Computing, Wichita State University,Wichita,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ajita","family":"Rattani","sequence":"additional","affiliation":[{"name":"School of Computing, Wichita State University,Wichita,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref32","article-title":"Deepfacelab: A simple, flexible and extensible face swapping framework","volume":"abs 2005 5535","author":"perov","year":"2020","journal-title":"CoRR"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/3425780"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00009"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00552"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2016.2603342"},{"key":"ref34","doi-asserted-by":"crossref","first-page":"87","DOI":"10.1007\/978-3-319-46487-9_6","article-title":"Ms-celeb-1m: A dataset and benchmark for large-scale face recognition","volume":"9907","author":"guo","year":"2016","journal-title":"European Conference on Computer Vision ECCV 2016"},{"key":"ref10","article-title":"Deepfakes: a new threat to face recognition? assessment and detection","volume":"abs 1812 8685","author":"korshunov","year":"2018","journal-title":"CoRR"},{"key":"ref11","first-page":"1","article-title":"Eyebrow recognition for identifying deepfake videos","author":"nguyen","year":"2020","journal-title":"2020 International Conference of the Biometrics Special Interest Group (BIOSIG)"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1049\/iet-bmt.2019.0196"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00505"},{"key":"ref14","first-page":"46","article-title":"Exposing deepfake videos by detecting face warping artifacts","author":"li","year":"2019","journal-title":"IEEE Conference on Computer Vision and Pattern Recognition Workshops CVPR Workshops 2019"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/WIFS.2018.8630761"},{"key":"ref16","article-title":"On the detection of digital face manipulation","author":"stehouwer","year":"2019","journal-title":"ArXiv Preprint"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW.2019.00152"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/IJCB48548.2020.9304936"},{"key":"ref19","year":"2020","journal-title":"Microsoft's deepfake-spotting tech may have biometric applications"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2020.06.014"},{"key":"ref28","first-page":"2579","article-title":"Visualizing data using t-sne","volume":"9","author":"van der maaten","year":"2008","journal-title":"Journal of Machine Learning Research"},{"key":"ref3","article-title":"Faceshifter: Towards high fidelity and occlusion aware face swapping","volume":"abs 1912 13457","author":"li","year":"2019","journal-title":"CoRR"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01035"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3306346.3323035"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/2929464.2929475"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00327"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.51593\/20190030"},{"key":"ref7","year":"2019","journal-title":"Chinese deepfake app zao sparks privacy row after going viral"},{"key":"ref2","year":"2019","journal-title":"Deepfakes What are They and Why Would i Make One"},{"key":"ref1","first-page":"2672","article-title":"Generative adversarial nets","author":"goodfellow","year":"0","journal-title":"Proceedings of the 27th International Conference on Neural Information Processing Systems - Volume 2 ser NIPS'14"},{"key":"ref9","author":"burt","year":"2020","journal-title":"Deepfakes declared top ai threat biometrics and content attribution scheme proposed to detect them Biometric update"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR48806.2021.9413323"},{"key":"ref22","first-page":"8","article-title":"Protecting World Leaders Against Deep Fakes","author":"agarwal","year":"2019","journal-title":"Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops"},{"key":"ref21","article-title":"Deepfakes: a new threat to face recognition? assessment and detection","volume":"abs 1812 8685","author":"korshunov","year":"2018","journal-title":"CoRR"},{"key":"ref24","article-title":"Identity-driven deepfake detection","volume":"abs 2012 3930","author":"dong","year":"2020","journal-title":"CoRR"},{"key":"ref23","first-page":"1","article-title":"Detecting deepfake videos from appearance and behavior","author":"agarwal","year":"2020","journal-title":"2020 IEEE International Workshop on Information Forensics and Security (WIFS)"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00482"},{"key":"ref25","article-title":"Id-reveal: Identity-aware deepfake video detection","volume":"abs 2012 2512","author":"cozzolino","year":"2020","journal-title":"CoRR"}],"event":{"name":"2021 International Carnahan Conference on Security Technology (ICCST)","location":"Hatfield, United Kingdom","start":{"date-parts":[[2021,10,11]]},"end":{"date-parts":[[2021,10,15]]}},"container-title":["2021 International Carnahan Conference on Security Technology (ICCST)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9717366\/9717368\/09717407.pdf?arnumber=9717407","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,15]],"date-time":"2022-06-15T20:16:19Z","timestamp":1655324179000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9717407\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,10,11]]},"references-count":36,"URL":"https:\/\/doi.org\/10.1109\/iccst49569.2021.9717407","relation":{},"subject":[],"published":{"date-parts":[[2021,10,11]]}}}