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TITLE = "RealEdit: Reddit Edits As a Large-scale Empirical Dataset for Image
Transformations",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "13403-13413",
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@inproceedings{bb112456,
AUTHOR = "Huang, Z.L. and Hu, J. and Li, X.T. and He, Y.W. and Zhao, X.Y. and Peng, B. and Wu, B.Y. and Huang, X.W. and Cheng, G.L.",
TITLE = "SIDA: Social Media Image Deepfake Detection, Localization and
Explanation with Large Multimodal Model",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "28831-28841",
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@inproceedings{bb112457,
AUTHOR = "Cheng, S.Y. and Lyu, L.J. and Wang, Z. and Zhang, X.Y. and Sehwag, V.",
TITLE = "CO-SPY: Combining Semantic and Pixel Features to Detect Synthetic
Images by AI",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "13455-13465",
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@inproceedings{bb112458,
AUTHOR = "Yuan, S.W. and Dong, J.Y. and Li, Y.Z.",
TITLE = "Where the Devil Hides: Deepfake Detectors Can No Longer Be Trusted",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "8764-8774",
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@inproceedings{bb112459,
AUTHOR = "Park, J. and Owens, A.",
TITLE = "Community Forensics: Using Thousands of Generators to Train Fake
Image Detectors",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "8245-8257",
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@inproceedings{bb112460,
AUTHOR = "Yang, Y.Q. and Qian, Z.H. and Zhu, Y. and Russakovsky, O. and Wu, Y.",
TITLE = "D3: Scaling Up Deepfake Detection by Learning from Discrepancy",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "23850-23859",
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@inproceedings{bb112461,
AUTHOR = "Li, Y.F. and Li, Y.Z. and Wang, X. and Wu, B.Y. and Zhou, J. and Dong, J.Y.",
TITLE = "Texture, Shape and Order Matter: A New Transformer Design for
Sequential DeepFake Detection",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "202-211",
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@inproceedings{bb112462,
AUTHOR = "Smeu, S. and Oneata, E. and Oneata, D.",
TITLE = "DeCLIP: Decoding CLIP Representations for Deepfake Localization",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "149-159",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109110"}
@inproceedings{bb112463,
AUTHOR = "Nguyen, T.D. and Stamm, M.C.",
TITLE = "MVFNet: Multipurpose Video Forensics Network using Multiple Forms of
Forensic Evidence",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "2207-2217",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109111"}
@inproceedings{bb112464,
AUTHOR = "Koutlis, C. and Papadopoulos, S.",
TITLE = "Leveraging Representations from Intermediate Encoder-blocks for
Synthetic Image Detection",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXII: 394-411",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109112"}
@inproceedings{bb112465,
AUTHOR = "Liu, F.Y. and Luo, H.C. and Li, Y.M. and Torr, P.H.S. and Gu, J.D.",
TITLE = "Which Model Generated This Image? A Model-agnostic Approach for Origin
Attribution",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXII: 282-301",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109113"}
@inproceedings{bb112466,
AUTHOR = "Zhang, Y. and Colman, B. and Guo, X. and Shahriyari, A. and Bharaj, G.",
TITLE = "Common Sense Reasoning for Deepfake Detection",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXXVIII: 399-415",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109114"}
@inproceedings{bb112467,
AUTHOR = "Lin, Y.Z. and Song, W. and Li, B. and Li, Y.Z. and Ni, J.Q. and Chen, H. and Li, Q.S.",
TITLE = "Fake It till You Make It: Curricular Dynamic Forgery Augmentations
Towards General Deepfake Detection",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXXVI: 104-122",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109115"}
@inproceedings{bb112468,
AUTHOR = "Baraldi, L. and Cocchi, F. and Cornia, M. and Baraldi, L. and Nicolosi, A. and Cucchiara, R.",
TITLE = "Contrasting Deepfakes Diffusion via Contrastive Learning and
Global-local Similarities",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXIII: 199-216",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109116"}
@inproceedings{bb112469,
AUTHOR = "Tian, J. and Yu, C. and Wang, X. and Chen, P. and Xiao, Z. and Dai, J. and Han, J.Z. and Chai, Y.",
TITLE = "Real Appearance Modeling for More General Deepfake Detection",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LII: 402-419",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109117"}
@inproceedings{bb112470,
AUTHOR = "Bhowmik, D. and Caldwell, S. and Delgado, J. and Ebrahimi, T. and Fotos, N. and Gu, X.J. and Hu, Z.Y. and Kang, X. and Pereira, F. and Rosenthol, L. and Temmermans, F. and Zhou, H.B.",
TITLE = "An International Standard for Assessing Trustworthiness in Media",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "3799-3805",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109118"}
@inproceedings{bb112471,
AUTHOR = "Lu, L. and Wang, Y.H. and Zhuo, W.Q. and Zhang, L. and Gao, G.S. and Guo, Y.F.",
TITLE = "Deepfake Detection Via Separable Self-Consistency Learning",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "3264-3270",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109119"}
@inproceedings{bb112472,
AUTHOR = "Pontorno, O. and Guarnera, L. and Battiato, S.",
TITLE = "On the Exploitation of DCT-Traces in the Generative-AI Domain",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "3806-3812",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109120"}
@inproceedings{bb112473,
AUTHOR = "Tariq, R. and Tariq, S. and Woo, S.S.",
TITLE = "Exploring the Impact of Moire Pattern on Deepfake Detectors",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "3813-3819",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109121"}
@inproceedings{bb112474,
AUTHOR = "Chen, Y.Z. and Akhtar, N. and Haldar, N.A.H. and Vice, J. and Mian, A.",
TITLE = "A Statistical Image Realism Score For Deepfake Detection",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "1391-1396",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109122"}
@inproceedings{bb112475,
AUTHOR = "Zheng, J. and Zhou, Y. and Hu, X. and Tang, Z.",
TITLE = "Deepfake Detection With Combined Unsupervised-Supervised Contrastive
Learning",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "787-793",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109123"}
@inproceedings{bb112476,
AUTHOR = "Ricker, J. and Lukovnikov, D. and Fischer, A.",
TITLE = "AEROBLADE: Training-Free Detection of Latent Diffusion Images Using
Autoencoder Reconstruction Error",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "9130-9140",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109124"}
@inproceedings{bb112477,
AUTHOR = "Lin, L. and He, X. and Ju, Y. and Wang, X. and Ding, F. and Hu, S.",
TITLE = "Preserving Fairness Generalization in Deepfake Detection",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "16815-16825",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109125"}
@inproceedings{bb112478,
AUTHOR = "Nguyen, D. and Mejri, N. and Singh, I.P. and Kuleshova, P. and Astrid, M. and Kacem, A. and Ghorbel, E. and Aouada, D.",
TITLE = "LAA-Net: Localized Artifact Attention Network for Quality-Agnostic
and Generalizable Deepfake Detection",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "17395-17405",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109126"}
@inproceedings{bb112479,
AUTHOR = "Hong, C.Y. and Hsu, Y.C. and Liu, T.L.",
TITLE = "Contrastive Learning for DeepFake Classification and Localization via
Multi-Label Ranking",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "17627-17637",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109127"}
@inproceedings{bb112480,
AUTHOR = "Liu, Y.X. and Fan, C.R. and Dai, Y.T. and Chen, X. and Zhou, P. and Sun, L.C.",
TITLE = "MetaCloak: Preventing Unauthorized Subject-Driven Text-to-Image
Diffusion-Based Synthesis via Meta-Learning",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "24219-24228",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109128"}
@inproceedings{bb112481,
AUTHOR = "Tan, C.C. and Liu, H. and Zhao, Y. and Wei, S.K. and Gu, G.H. and Liu, P. and Wei, Y.C.",
TITLE = "Rethinking the Up-Sampling Operations in CNN-Based Generative Network
for Generalizable Deepfake Detection",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "28130-28139",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109129"}
@inproceedings{bb112482,
AUTHOR = "Lanzino, R. and Fontana, F. and Diko, A. and Marini, M.R. and Cinque, L.",
TITLE = "Faster Than Lies: Real-time Deepfake Detection using Binary Neural
Networks",
BOOKTITLE = DFAD24,
YEAR = "2024",
PAGES = "3771-3780",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109130"}
@inproceedings{bb112483,
AUTHOR = "Chandra, K.A. and Aashutosh, A.V. and Das, S. and Das, A.",
TITLE = "Latent Flow Diffusion for Deepfake Video Generation",
BOOKTITLE = DFAD24,
YEAR = "2024",
PAGES = "3781-3790",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109131"}
@inproceedings{bb112484,
AUTHOR = "Agarwal, A. and Ratha, N.",
TITLE = "Deepfake Catcher: Can a Simple Fusion be Effective and Outperform
Complex DNNs?",
BOOKTITLE = DFAD24,
YEAR = "2024",
PAGES = "3791-3801",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109132"}
@inproceedings{bb112485,
AUTHOR = "Frick, R.A. and Steinebach, M.",
TITLE = "DiffSeg: Towards Detecting Diffusion-Based Inpainting Attacks Using
Multi-Feature Segmentation",
BOOKTITLE = DFAD24,
YEAR = "2024",
PAGES = "3802-3808",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109133"}
@inproceedings{bb112486,
AUTHOR = "Pellcier, A.L. and Li, Y. and Angelov, P.",
TITLE = "PUDD: Towards Robust Multi-modal Prototype-based Deepfake Detection",
BOOKTITLE = DFAD24,
YEAR = "2024",
PAGES = "3809-3817",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109134"}
@inproceedings{bb112487,
AUTHOR = "Ciamarra, A. and Caldelli, R. and Bimbo, A.D.",
TITLE = "Temporal surface frame anomalies for deepfake video detection",
BOOKTITLE = DFAD24,
YEAR = "2024",
PAGES = "3837-3844",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109135"}
@inproceedings{bb112488,
AUTHOR = "Li, Y.H. and Bammey, Q. and Gardella, M. and Nikoukhah, T. and Morel, J.M. and Colom, M. and von Gioi, R.G.",
TITLE = "MaskSim: Detection of synthetic images by masked spectrum similarity
analysis",
BOOKTITLE = DFAD24,
YEAR = "2024",
PAGES = "3855-3865",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109136"}
@inproceedings{bb112489,
AUTHOR = "Azizpour, A. and Nguyen, T.D. and Shrestha, M. and Xu, K.D. and Kim, E. and Stamm, M.C.",
TITLE = "E3: Ensemble of Expert Embedders for Adapting Synthetic Image
Detectors to New Generators Using Limited Data",
BOOKTITLE = WMF24,
YEAR = "2024",
PAGES = "4334-4344",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109137"}
@inproceedings{bb112490,
AUTHOR = "Choi, J.M. and Leung, J. and Frahm, N. and Christman, M. and Bertasius, G. and Sengupta, R.",
TITLE = "Building Secure and Engaging Video Communication by Using Monitor
Illumination",
BOOKTITLE = WMF24,
YEAR = "2024",
PAGES = "4377-4386",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109138"}
@inproceedings{bb112491,
AUTHOR = "Tariq, R. and Heo, M.J. and Woo, S.S. and Tariq, S.",
TITLE = "Beyond the Screen: Evaluating Deepfake Detectors under Moiré Pattern
Effects",
BOOKTITLE = WMF24,
YEAR = "2024",
PAGES = "4429-4439",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109139"}
@inproceedings{bb112492,
AUTHOR = "Rana, M.S. and Nobi, M.N. and Sung, A.",
TITLE = "DeepDistAL: Deepfake Dataset Distillation using Active Learning",
BOOKTITLE = Distill24,
YEAR = "2024",
PAGES = "7723-7730",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109140"}
@inproceedings{bb112493,
AUTHOR = "Yan, Z.Y. and Luo, Y.H. and Lyu, S.W. and Liu, Q.S. and Wu, B.Y.",
TITLE = "Transcending Forgery Specificity with Latent Space Augmentation for
Generalizable Deepfake Detection",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "8984-8994",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109141"}
@inproceedings{bb112494,
AUTHOR = "Agarwal, A. and Ratha, N.",
TITLE = "Deepfake: Classifiers, Fairness, and Demographically Robust Algorithm",
BOOKTITLE = FG24,
YEAR = "2024",
PAGES = "1-9",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109142"}
@inproceedings{bb112495,
AUTHOR = "Kuckreja, K. and Hoque, X. and Poddar, N. and Reddy, S. and Dhall, A. and Das, A.",
TITLE = "INDIFACE: Illuminating India's Deepfake Landscape with a
Comprehensive Synthetic Dataset",
BOOKTITLE = FG24,
YEAR = "2024",
PAGES = "1-9",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109143"}
@inproceedings{bb112496,
AUTHOR = "Sinitsa, S. and Fried, O.",
TITLE = "Deep Image Fingerprint: Towards Low Budget Synthetic Image Detection
and Model Lineage Analysis",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "4055-4064",
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@inproceedings{bb112497,
AUTHOR = "Ju, Y. and Hu, S. and Jia, S. and Chen, G.H. and Lyu, S.W.",
TITLE = "Improving Fairness in Deepfake Detection",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "4643-4653",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109145"}
@inproceedings{bb112498,
AUTHOR = "Demir, I. and Ciftci, U.A.",
TITLE = "How Do Deepfakes Move? Motion Magnification for Deepfake Source
Detection",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "4768-4778",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109146"}
@inproceedings{bb112499,
AUTHOR = "Tantaru, D.C. and Oneata, E. and Oneata, D.",
TITLE = "Weakly-supervised deepfake localization in diffusion-generated images",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "6246-6256",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109147"}
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