{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,4]],"date-time":"2025-12-04T08:41:20Z","timestamp":1764837680066,"version":"3.46.0"},"reference-count":34,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,8,26]],"date-time":"2025-08-26T00:00:00Z","timestamp":1756166400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,8,26]],"date-time":"2025-08-26T00:00:00Z","timestamp":1756166400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,8,26]]},"DOI":"10.1109\/pst65910.2025.11268852","type":"proceedings-article","created":{"date-parts":[[2025,12,3]],"date-time":"2025-12-03T18:40:04Z","timestamp":1764787204000},"page":"1-7","source":"Crossref","is-referenced-by-count":0,"title":["Detecting Deepfakes using Temporal Consistency of Facial Expression Transitions"],"prefix":"10.1109","author":[{"given":"Renjith Eettickal","family":"Chacko","sequence":"first","affiliation":[{"name":"Lakehead University,Department of Computer Science,Thunder Bay,Ontario,Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Garima","family":"Bajwa","sequence":"additional","affiliation":[{"name":"Lakehead University,Department of Computer Science,Thunder Bay,Ontario,Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/wifs49906.2020.9360904"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/cvprw53098.2021.00109"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/wacv56688.2023.00469"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/iccv48922.2021.01483"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-022-13248-6"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2020.10.081"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/tpami.2021.3093446"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/cvprw50498.2020.00342"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-41579-2_37"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-43153-1_24"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.22215\/timreview\/1282"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/icprs54038.2022.9853853"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/i-smac55078.2022.9987265"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/tifs.2023.3235579"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/icassp40776.2020.9053969"},{"volume-title":"DeeperForensics-1.0 dataset [GitHub repository]","year":"2024","key":"ref16"},{"volume-title":"DeeperForensics-1.0: A large-scale dataset for real-world face forgery detection. arXiv.","year":"2020","author":"Jiang","key":"ref17"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-45103-x_50"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ijcb48548.2020.9304936"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/bigdata47090.2019.9005997"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/icsess.2017.8342913"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.195"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.22215\/timreview\/1282"},{"key":"ref25","first-page":"1755","article-title":"Dlib-ml: A machine learning toolkit","volume":"10","author":"King","year":"2009","journal-title":"JMLR"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/jproc.2015.2460697"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.sysarc.2019.02.008"},{"volume-title":"L2 regularization for learning kernels. arXiv preprint arXiv:1205.2653.","year":"2012","author":"Cortes","key":"ref28"},{"key":"ref29","article-title":"Understanding dropout","volume":"26","author":"Baldi","year":"2013","journal-title":"Advances in neural information processing systems"},{"key":"ref30","article-title":"Understanding batch normalization","author":"Bjorck","year":"2018","journal-title":"Advances in neural information processing systems, 31."},{"key":"ref31","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-319-70139-4","article-title":"Convergence analysis of two-layer neural networks with relu activation","author":"Li","year":"2017","journal-title":"Advances in neural information processing systems, 30."},{"volume-title":"Recurrent dropout without memory loss. arXiv preprint arXiv:1603.05118.","year":"2016","author":"Semeniuta","key":"ref32"},{"volume-title":"Adam: A method for stochastic optimization. arXiv preprint arXiv:1412.6980.","year":"2014","author":"Kingma","key":"ref33"},{"key":"ref34","volume-title":"Early Stopping - But When?","volume":"1524","author":"Prechelt","year":"1998"}],"event":{"name":"2025 22nd Annual International Conference on Privacy, Security, and Trust (PST)","start":{"date-parts":[[2025,8,26]]},"location":"Fredericton, NB, Canada","end":{"date-parts":[[2025,8,28]]}},"container-title":["2025 22nd Annual International Conference on Privacy, Security, and Trust (PST)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11268482\/11268814\/11268852.pdf?arnumber=11268852","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,4]],"date-time":"2025-12-04T08:36:57Z","timestamp":1764837417000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11268852\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,8,26]]},"references-count":34,"URL":"https:\/\/doi.org\/10.1109\/pst65910.2025.11268852","relation":{},"subject":[],"published":{"date-parts":[[2025,8,26]]}}}