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TITLE = "Limited Data, Unlimited Potential: A Study on ViTs Augmented by
Masked Autoencoders",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "6864-6874",
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@inproceedings{bb112501,
AUTHOR = "Ciamarra, A. and Caldelli, R. and Becattini, F. and Seidenari, L. and del Bimbo, A.",
TITLE = "Deepfake Detection by Exploiting Surface Anomalies: The Surfake
Approach",
BOOKTITLE = BioAttack24,
YEAR = "2024",
PAGES = "1024-1033",
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@inproceedings{bb112502,
AUTHOR = "Ivanovska, M. and Struc, V.",
TITLE = "On the Vulnerability of Deepfake Detectors to Attacks Generated by
Denoising Diffusion Models",
BOOKTITLE = BioAttack24,
YEAR = "2024",
PAGES = "1051-1060",
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@inproceedings{bb112503,
AUTHOR = "Seraj, M.S. and Singh, A. and Chakraborty, S.",
TITLE = "Semi-Supervised Deep Domain Adaptation for Deepfake Detection",
BOOKTITLE = BioAttack24,
YEAR = "2024",
PAGES = "1061-1071",
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@inproceedings{bb112504,
AUTHOR = "Hukkelas, H. and Lindseth, F.",
TITLE = "Synthesizing Anyone, Anywhere, in Any Pose",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "4023-4034",
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@inproceedings{bb112505,
AUTHOR = "Hooda, A. and Mangaokar, N. and Feng, R. and Fawaz, K. and Jha, S. and Prakash, A.",
TITLE = "D4: Detection of Adversarial Diffusion Deepfakes Using Disjoint
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BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "3800-3810",
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@inproceedings{bb112506,
AUTHOR = "Chung, C. and Park, Y. and Choi, S. and Ganbat, M. and Choo, J.",
TITLE = "Shortcut-V2V: Compression Framework for Video-to-Video Translation
based on Temporal Redundancy Reduction",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "7578-7588",
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@inproceedings{bb112507,
AUTHOR = "Li, H. and Gu, J.D. and Koner, R. and Sharifzadeh, S. and Tresp, V.",
TITLE = "Do DALL-E and Flamingo Understand Each Other?",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "1999-2010",
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@inproceedings{bb112508,
AUTHOR = "Xu, Y.T. and Liang, J. and Jia, G. and Yang, Z.M. and Zhang, Y.H. and He, R.",
TITLE = "TALL: Thumbnail Layout for Deepfake Video Detection",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "22601-22611",
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@inproceedings{bb112509,
AUTHOR = "Yan, Z.Y. and Zhang, Y. and Fan, Y.B. and Wu, B.Y.",
TITLE = "UCF: Uncovering Common Features for Generalizable Deepfake Detection",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "22355-22366",
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@inproceedings{bb112510,
AUTHOR = "Le, B.M. and Woo, S.S.",
TITLE = "Quality-Agnostic Deepfake Detection with Intra-model Collaborative
Learning",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "22321-22332",
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@inproceedings{bb112511,
AUTHOR = "Larue, N. and Vu, N.S. and Struc, V. and Peer, P. and Christophides, V.",
TITLE = "SeeABLE: Soft Discrepancies and Bounded Contrastive Learning for
Exposing Deepfakes",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "20954-20964",
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@inproceedings{bb112512,
AUTHOR = "Yao, K. and Wang, J. and Diao, B. and Li, C.",
TITLE = "Towards Understanding the Generalization of Deepfake Detectors from a
Game-Theoretical View",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "2031-2041",
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@inproceedings{bb112513,
AUTHOR = "Husseini, S. and Dugelay, J.L.",
TITLE = "A Comprehensive Framework for Evaluating Deepfake Generators:
Dataset, Metrics Performance, and Comparative Analysis",
BOOKTITLE = DFAD23,
YEAR = "2023",
PAGES = "372-381",
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@inproceedings{bb112514,
AUTHOR = "Balaji, P. and Das, A. and Das, S. and Dantcheva, A.",
TITLE = "Attending Generalizability in Course of Deep Fake Detection by
Exploring Multi-task Learning",
BOOKTITLE = DFAD23,
YEAR = "2023",
PAGES = "475-484",
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@inproceedings{bb112515,
AUTHOR = "Aghasanli, A. and Kangin, D. and Angelov, P.",
TITLE = "Interpretable-through-prototypes deepfake detection for diffusion
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BOOKTITLE = DFAD23,
YEAR = "2023",
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@inproceedings{bb112516,
AUTHOR = "Hamadene, A. and Ouahabi, A. and Hadid, A.",
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BOOKTITLE = DFAD23,
YEAR = "2023",
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@inproceedings{bb112517,
AUTHOR = "Nandi, S. and Natarajan, P. and Abd Almageed, W.",
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BOOKTITLE = DFAD23,
YEAR = "2023",
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@inproceedings{bb112518,
AUTHOR = "Saha, S. and Perera, R. and Seneviratne, S. and Malepathirana, T. and Rasnayaka, S. and Geethika, D. and Sim, T. and Halgamuge, S.",
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YEAR = "2023",
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@inproceedings{bb112519,
AUTHOR = "Kamat, S. and Agarwal, S. and Darrell, T.J. and Rohrbach, A.",
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BOOKTITLE = DFAD23,
YEAR = "2023",
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@inproceedings{bb112520,
AUTHOR = "Das, S. and Amin, M.R.",
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BOOKTITLE = DFAD23,
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@inproceedings{bb112521,
AUTHOR = "Lorenz, P. and Durall, R.L. and Keuper, J.",
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BOOKTITLE = DFAD23,
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@inproceedings{bb112522,
AUTHOR = "d'Amelio, A. and Lanzarotti, R. and Patania, S. and Grossi, G. and Cuculo, V. and Valota, A. and Boccignone, G.",
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@inproceedings{bb112523,
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An Experimental Analysis",
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@inproceedings{bb112524,
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@inproceedings{bb112525,
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@inproceedings{bb112541,
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@inproceedings{bb112542,
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@inproceedings{bb112545,
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@inproceedings{bb112546,
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@inproceedings{bb112547,
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@inproceedings{bb112548,
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@inproceedings{bb112549,
AUTHOR = "Li, D.Z. and Zhuo, W.Q. and Wang, W. and Dong, J.",
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@inproceedings{bb112550,
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@inproceedings{bb112551,
AUTHOR = "Pavlakos, G. and Weber, E. and Tancik, M. and Kanazawa, A.",
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@inproceedings{bb112552,
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@inproceedings{bb112554,
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@inproceedings{bb112555,
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@inproceedings{bb112557,
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@inproceedings{bb112558,
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@inproceedings{bb112559,
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@inproceedings{bb112561,
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TITLE = "Few-Shot Head Swapping in the Wild",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "10779-10788",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109210"}
@inproceedings{bb112563,
AUTHOR = "Chen, L. and Zhang, Y. and Song, Y.B. and Liu, L.Q. and Wang, J.",
TITLE = "Self-supervised Learning of Adversarial Example: Towards Good
Generalizations for Deepfake Detection",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "18689-18698",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109211"}
@inproceedings{bb112564,
AUTHOR = "Shiohara, K. and Yamasaki, T.",
TITLE = "Detecting Deepfakes with Self-Blended Images",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "18699-18708",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109212"}
@inproceedings{bb112565,
AUTHOR = "Gerstner, C.R. and Farid, H.",
TITLE = "Detecting Real-Time Deep-Fake Videos Using Active Illumination",
BOOKTITLE = WMF22,
YEAR = "2022",
PAGES = "53-60",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109213"}
@inproceedings{bb112566,
AUTHOR = "Guarnera, L. and Giudice, O. and Nießner, M. and Battiato, S.",
TITLE = "On the Exploitation of Deepfake Model Recognition",
BOOKTITLE = WMF22,
YEAR = "2022",
PAGES = "61-70",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109214"}
@inproceedings{bb112567,
AUTHOR = "Nadimpalli, A.V. and Rattani, A.",
TITLE = "On Improving Cross-dataset Generalization of Deepfake Detectors",
BOOKTITLE = WMF22,
YEAR = "2022",
PAGES = "91-99",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109215"}
@inproceedings{bb112568,
AUTHOR = "Narayan, K. and Agarwal, H. and Mittal, S. and Thakral, K. and Kundu, S. and Vatsa, M. and Singh, R.",
TITLE = "DeSI: Deepfake Source Identifier for Social Media",
BOOKTITLE = FaDE-TCV22,
YEAR = "2022",
PAGES = "2857-2866",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109216"}
@inproceedings{bb112569,
AUTHOR = "Wang, X. and Huang, J.J. and Ma, S.Q. and Nepal, S. and Xu, C.",
TITLE = "DeepFake Disrupter: The Detector of DeepFake Is My Friend",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "14900-14909",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109217"}
@inproceedings{bb112570,
AUTHOR = "Dong, X.Y. and Bao, J.M. and Chen, D.D. and Zhang, T. and Zhang, W.M. and Yu, N.H. and Chen, D. and Wen, F. and Guo, B.",
TITLE = "Protecting Celebrities from DeepFake with Identity Consistency
Transformer",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "9458-9468",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109218"}
@inproceedings{bb112571,
AUTHOR = "Dong, C.D. and Kumar, A. and Liu, E.",
TITLE = "Think Twice Before Detecting GAN-generated Fake Images from their
Spectral Domain Imprints",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "7855-7864",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109219"}
@inproceedings{bb112572,
AUTHOR = "Sannino, C. and Gravina, M. and Marrone, S. and Fiameni, G. and Sansone, C.",
TITLE = "LessonAble: Leveraging Deep Fakes in MOOC Content Creation",
BOOKTITLE = CIAP22,
YEAR = "2022",
PAGES = "I:27-37",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109220"}
@inproceedings{bb112573,
AUTHOR = "Concas, S. and Gao, J. and Cuccu, C. and Orru, G. and Feng, X.Y. and Marcialis, G.L. and Puglisi, G. and Roli, F.",
TITLE = "Experimental Results on Multi-modal Deepfake Detection",
BOOKTITLE = CIAP22,
YEAR = "2022",
PAGES = "II:164-175",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109221"}
@inproceedings{bb112574,
AUTHOR = "Boccignone, G. and Bursic, S. and Cuculo, V. and d'Amelio, A. and Grossi, G. and Lanzarotti, R. and Patania, S.",
TITLE = "DeepFakes Have No Heart:
A Simple rPPG-Based Method to Reveal Fake Videos",
BOOKTITLE = CIAP22,
YEAR = "2022",
PAGES = "II:186-195",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109222"}
@inproceedings{bb112575,
AUTHOR = "Coccomini, D.A. and Messina, N. and Gennaro, C. and Falchi, F.",
TITLE = "Combining EfficientNet and Vision Transformers for Video Deepfake
Detection",
BOOKTITLE = CIAP22,
YEAR = "2022",
PAGES = "III:219-229",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109223"}
@inproceedings{bb112576,
AUTHOR = "Guarnera, L. and Giudice, O. and Battiato, S.",
TITLE = "Deepfake Style Transfer Mixture:
A First Forensic Ballistics Study on Synthetic Images",
BOOKTITLE = CIAP22,
YEAR = "2022",
PAGES = "II:151-163",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109224"}
@inproceedings{bb112577,
AUTHOR = "Li, B. and Qian, Z. and Li, P.F. and Zhu, Q.M.",
TITLE = "Multi-Modal Fusion Network for Rumor Detection with Texts and Images",
BOOKTITLE = MMMod22,
YEAR = "2022",
PAGES = "I:15-27",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109225"}
@inproceedings{bb112578,
AUTHOR = "Vo, N.H. and Phan, K.D. and Tran, A.D. and Dang Nguyen, D.T.",
TITLE = "Adversarial Attacks on Deepfake Detectors: A Practical Analysis",
BOOKTITLE = MMMod22,
YEAR = "2022",
PAGES = "II:318-330",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109226"}
@inproceedings{bb112579,
AUTHOR = "Kwon, P. and You, J. and Nam, G. and Park, S. and Chae, G.",
TITLE = "KoDF: A Large-scale Korean DeepFake Detection Dataset",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "10724-10733",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109227"}
@inproceedings{bb112580,
AUTHOR = "Yu, N. and Skripniuk, V. and Abdelnabi, S. and Fritz, M.",
TITLE = "Artificial Fingerprinting for Generative Models:
Rooting Deepfake Attribution in Training Data",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "14428-14437",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109228"}
@inproceedings{bb112581,
AUTHOR = "Zhao, T.C. and Xu, X. and Xu, M.Z. and Ding, H. and Xiong, Y.J. and Xia, W.",
TITLE = "Learning Self-Consistency for Deepfake Detection",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "15003-15013",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109229"}
@inproceedings{bb112582,
AUTHOR = "Cozzolino, D. and Rossler, A. and Thies, J. and Nießner, M. and Verdoliva, L.",
TITLE = "ID-Reveal: Identity-aware DeepFake Video Detection",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "15088-15097",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109230"}
@inproceedings{bb112583,
AUTHOR = "Xu, Y. and Raja, K. and Pedersen, M.",
TITLE = "Supervised Contrastive Learning for Generalizable and Explainable
DeepFakes Detection",
BOOKTITLE = Explain-Bio22,
YEAR = "2022",
PAGES = "379-389",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109231"}
@inproceedings{bb112584,
AUTHOR = "Jeong, Y. and Kim, D. and Min, S.J. and Joe, S. and Gwon, Y. and Choi, J.W.",
TITLE = "BiHPF: Bilateral High-Pass Filters for Robust Deepfake Detection",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "2878-2887",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109232"}
@inproceedings{bb112585,
AUTHOR = "Lu, C.L. and Liu, B. and Zhou, W.B. and Chu, Q. and Yu, N.H.",
TITLE = "Deepfake Video Detection Using 3D-Attentional Inception Convolutional
Neural Network",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "3572-3576",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109233"}
@inproceedings{bb112586,
AUTHOR = "Hu, J.S. and Wang, S.L. and Li, X.Y.",
TITLE = "Improving the Generalization Ability of Deepfake Detection via
Disentangled Representation Learning",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "3577-3581",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109234"}
@inproceedings{bb112587,
AUTHOR = "Liao, Q.Y. and Li, Y.Z. and Wang, X. and Kong, B. and Zhu, B. and Lyu, S.W. and Yin, Y.B. and Song, Q. and Wu, X.",
TITLE = "Imperceptible Adversarial Examples for Fake Image Detection",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "3912-3916",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109235"}
@inproceedings{bb112588,
AUTHOR = "Zhao, H.Q. and Wei, T.Y. and Zhou, W.B. and Zhang, W.M. and Chen, D.D. and Yu, N.H.",
TITLE = "Multi-attentional Deepfake Detection",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "2185-2194",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109236"}
@inproceedings{bb112589,
AUTHOR = "Sun, Z.K. and Han, Y.J. and Hua, Z. and Ruan, N. and Jia, W.J.",
TITLE = "Improving the Efficiency and Robustness of Deepfakes Detection
through Precise Geometric Features",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "3608-3617",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109237"}
@inproceedings{bb112590,
AUTHOR = "Chen, Z.K. and Xie, L.X. and Pang, S.M. and He, Y. and Zhang, B.",
TITLE = "MagDR: Mask-guided Detection and Reconstruction for Defending
Deepfakes",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "9010-9019",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109238"}
@inproceedings{bb112591,
AUTHOR = "Black, A. and Bui, T. and Jin, H.L. and Swaminathan, V. and Collomosse, J.",
TITLE = "Deep Image Comparator: Learning to Visualize Editorial Change",
BOOKTITLE = WMF21,
YEAR = "2021",
PAGES = "972-980",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109239"}
@inproceedings{bb112592,
AUTHOR = "Kim, M. and Tariq, S. and Woo, S.S.",
TITLE = "FReTAL: Generalizing Deepfake Detection using Knowledge Distillation
and Representation Learning",
BOOKTITLE = WMF21,
YEAR = "2021",
PAGES = "1001-1012",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109240"}
@inproceedings{bb112593,
AUTHOR = "Neekhara, P. and Dolhansky, B. and Bitton, J. and Ferrer, C.C.",
TITLE = "Adversarial Threats to DeepFake Detection: A Practical Perspective",
BOOKTITLE = WMF21,
YEAR = "2021",
PAGES = "923-932",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109241"}
@inproceedings{bb112594,
AUTHOR = "Hussain, S. and Neekhara, P. and Jere, M. and Koushanfar, F. and McAuley, J.",
TITLE = "Adversarial Deepfakes: Evaluating Vulnerability of Deepfake Detectors
to Adversarial Examples",
BOOKTITLE = WACV21,
YEAR = "2021",
PAGES = "3347-3356",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109242"}
@inproceedings{bb112595,
AUTHOR = "Li, M. and Liu, B.B. and Hu, Y.J. and Wang, Y.F.",
TITLE = "Exposing Deepfake Videos by Tracking Eye Movements",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "5184-5189",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109243"}
@inproceedings{bb112596,
AUTHOR = "Masi, I. and Killekar, A. and Mascarenhas, R.M. and Gurudatt, S.P. and Abd Almageed, W.",
TITLE = "Two-branch Recurrent Network for Isolating Deepfakes in Videos",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "VII:667-684",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109244"}
@inproceedings{bb112597,
AUTHOR = "Choi, D.H. and Lee, H.J. and Lee, S. and Kim, J.U. and Ro, Y.M.",
TITLE = "Fake Video Detection With Certainty-Based Attention Network",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "823-827",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109245"}
@inproceedings{bb112598,
AUTHOR = "Fernandes, S. and Raj, S. and Ewetz, R. and Pannu, J.S. and Jha, S.K. and Ortiz, E. and Vintila, I. and Salter, M.",
TITLE = "Detecting Deepfake Videos using Attribution-Based Confidence Metric",
BOOKTITLE = CVPM20,
YEAR = "2020",
PAGES = "1250-1259",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109246"}
@inproceedings{bb112599,
AUTHOR = "Khalid, H. and Woo, S.S.",
TITLE = "OC-FakeDect: Classifying Deepfakes Using One-class Variational
Autoencoder",
BOOKTITLE = WMF20,
YEAR = "2020",
PAGES = "2794-2803",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109247"}
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