@article{bb113200,
AUTHOR = "Qiao, T. and Shao, H. and Xie, S. and Shi, R.",
TITLE = "Unsupervised Generative Fake Image Detector",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "9",
MONTH = "September",
PAGES = "8442-8455",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109838"}
@article{bb113201,
AUTHOR = "Yin, Q.L. and Lu, W. and Cao, X.C. and Luo, X.Y. and Zhou, Y.C. and Huang, J.W.",
TITLE = "Fine-Grained Multimodal DeepFake Classification via Heterogeneous
Graphs",
JOURNAL = IJCV,
VOLUME = "132",
YEAR = "2024",
NUMBER = "11",
MONTH = "November",
PAGES = "5255-5269",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109839"}
@article{bb113202,
AUTHOR = "Cheng, Z.Y. and Wang, Y.Y. and Wan, Y.J. and Jiang, C.L.",
TITLE = "DeepFake detection method based on multi-scale interactive
dual-stream network",
JOURNAL = JVCIR,
VOLUME = "104",
YEAR = "2024",
PAGES = "104263",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109840"}
@article{bb113203,
AUTHOR = "Zheng, J.S. and Hu, X.Y. and Chen, C. and Zhou, Y.C. and Gao, D.Y. and Tang, Z.M.",
TITLE = "A new deepfake detection model for responding to perception attacks
in embodied artificial intelligence",
JOURNAL = IVC,
VOLUME = "151",
YEAR = "2024",
PAGES = "105279",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109841"}
@article{bb113204,
AUTHOR = "Zhong, J.L. and Gan, Y.F. and Yang, J.X. and Chen, Y.H. and Zhao, Y.Q. and Lv, Z.S.",
TITLE = "Exposing video surveillance object forgery by combining TSF features
and attention-based deep neural networks",
JOURNAL = JVCIR,
VOLUME = "104",
YEAR = "2024",
PAGES = "104267",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109842"}
@article{bb113205,
AUTHOR = "Deng, L.W. and Zhu, Y.L. and Zhao, D. and Chen, F.",
TITLE = "A multi-label classification method based on transformer for deepfake
detection",
JOURNAL = IVC,
VOLUME = "152",
YEAR = "2024",
PAGES = "105319",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109843"}
@article{bb113206,
AUTHOR = "Tassone, F. and Maiano, L. and Amerini, I.",
TITLE = "Continuous fake media detection: Adapting deepfake detectors to new
generative techniques",
JOURNAL = CVIU,
VOLUME = "249",
YEAR = "2024",
PAGES = "104143",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109844"}
@article{bb113207,
AUTHOR = "Xu, Q.Z. and Chen, H.Q. and Du, H.M. and Zhang, H. and Lukasik, S. and Zhu, T.Q. and Yu, X.",
TITLE = "M3A: A multimodal misinformation dataset for media authenticity
analysis",
JOURNAL = CVIU,
VOLUME = "249",
YEAR = "2024",
PAGES = "104205",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109845"}
@article{bb113208,
AUTHOR = "Wang, T.Y. and Liao, X. and Chow, K.P. and Lin, X.D. and Wang, Y.L.",
TITLE = "Deepfake Detection: A Comprehensive Survey from the Reliability
Perspective",
JOURNAL = Surveys,
VOLUME = "57",
YEAR = "2024",
NUMBER = "3",
MONTH = "November",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109846"}
@article{bb113209,
AUTHOR = "Xu, Y.T. and Liang, J. and Sheng, L.J. and Zhang, X.Y.",
TITLE = "Learning Spatiotemporal Inconsistency via Thumbnail Layout for Face
Deepfake Detection",
JOURNAL = IJCV,
VOLUME = "132",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "5663-5680",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109847"}
@article{bb113210,
AUTHOR = "Zhai, T.B. and Lu, K.Y. and Li, J.J. and Wang, Y.K. and Zhang, W.J. and Yu, P.P. and Xia, Z.H.",
TITLE = "Learning spatial-frequency interaction for generalizable deepfake
detection",
JOURNAL = IET-IPR,
VOLUME = "18",
YEAR = "2024",
NUMBER = "14",
PAGES = "4666-4679",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109848"}
@article{bb113211,
AUTHOR = "Dhanyalakshmi, R. and Popirlan, C.I. and Hemanth, D.J.",
TITLE = "A survey on deep learning based reenactment methods for deepfake
applications",
JOURNAL = IET-IPR,
VOLUME = "18",
YEAR = "2024",
NUMBER = "14",
PAGES = "4433-4460",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109849"}
@article{bb113212,
AUTHOR = "Prashnani, E. and Goebel, M. and Manjunath, B.S.",
TITLE = "Generalizable Deepfake Detection With Phase-Based Motion Analysis",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "100-112",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109850"}
@article{bb113213,
AUTHOR = "Sun, Z.M. and Chen, S. and Yao, T.P. and Yi, R. and Ding, S.H. and Ma, L.Z.",
TITLE = "Rethinking Open-World DeepFake Attribution with Multi-perspective
Sensory Learning",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "2",
MONTH = "February",
PAGES = "628-651",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109851"}
@inproceedings{bb113214,
AUTHOR = "Sun, Z.M. and Chen, S. and Yao, T.P. and Yin, B.J. and Yi, R. and Ding, S.H. and Ma, L.Z.",
TITLE = "Contrastive Pseudo Learning for Open-World DeepFake Attribution",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "20825-20835",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109852"}
@article{bb113215,
AUTHOR = "Abul Hasanaath, A. and Luqman, H. and Katib, R. and Anwar, S.",
TITLE = "FSBI: Deepfake detection with frequency enhanced self-blended images",
JOURNAL = IVC,
VOLUME = "154",
YEAR = "2025",
PAGES = "105418",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109853"}
@article{bb113216,
AUTHOR = "Wang, C.P. and Meng, L.S. and Xia, Z.Q. and Ren, N. and Ma, B.",
TITLE = "Cross-Domain Deepfake Detection Based on Latent Domain Knowledge
Distillation",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "896-900",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109854"}
@article{bb113217,
AUTHOR = "Yang, M.H. and Qi, B.L. and Ma, R. and Xian, Y.J. and Ma, B.",
TITLE = "HashShield: A Robust DeepFake Forensic Framework With Separable
Perceptual Hashing",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "1186-1190",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109855"}
@article{bb113218,
AUTHOR = "Yu, Y. and Ni, R.R. and Yang, S.Y. and Ni, Y. and Kot, Y.Z.A.C.",
TITLE = "Mining Generalized Multi-timescale Inconsistency for Detecting Deepfake
Videos",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "4",
MONTH = "April",
PAGES = "1532-1548",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109856"}
@article{bb113219,
AUTHOR = "Nie, F. and Ni, J.Q. and Zhang, J. and Zhang, B. and Zhang, W.Z.",
TITLE = "DIP: Diffusion Learning of Inconsistency Pattern for General DeepFake
Detection",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "2155-2167",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109857"}
@article{bb113220,
AUTHOR = "Huang, W. and Valsecchi, M. and Multerer, M.",
TITLE = "Anisotropic multiresolution analyses for deepfake detection",
JOURNAL = PR,
VOLUME = "164",
YEAR = "2025",
PAGES = "111551",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109858"}
@article{bb113221,
AUTHOR = "Shao, R. and Wu, T.X. and Liu, Z.W.",
TITLE = "Robust Sequential DeepFake Detection",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "6",
MONTH = "June",
PAGES = "3278-3295",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109859"}
@inproceedings{bb113222,
AUTHOR = "Shao, R. and Wu, T.X. and Liu, Z.W.",
TITLE = "Detecting and Recovering Sequential DeepFake Manipulation",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XIII:712-728",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109860"}
@article{bb113223,
AUTHOR = "Shao, R. and Wu, T.X. and Nie, L.Q. and Liu, Z.W.",
TITLE = "DeepFake-Adapter: Dual-Level Adapter for DeepFake Detection",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "6",
MONTH = "June",
PAGES = "3613-3628",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109861"}
@article{bb113224,
AUTHOR = "Awasthi, D. and Khare, P. and Srivastava, V.K. and Singh, A.K. and Gupta, B.B.",
TITLE = "DeepNet: Protection of deepfake images with aid of deep learning
networks",
JOURNAL = IVC,
VOLUME = "158",
YEAR = "2025",
PAGES = "105540",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109862"}
@article{bb113225,
AUTHOR = "Pintelas, E. and Livieris, I.E.",
TITLE = "Convolutional neural network framework for deepfake detection:
A diffusion-based approach",
JOURNAL = CVIU,
VOLUME = "257",
YEAR = "2025",
PAGES = "104375",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109863"}
@article{bb113226,
AUTHOR = "Guo, S. and Li, Q. and Gao, M.L. and Zhu, X.X. and Rida, I.",
TITLE = "Generalizable deepfake detection via Spatial Kernel Selection and
Halo Attention Network",
JOURNAL = IVC,
VOLUME = "160",
YEAR = "2025",
PAGES = "105582",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109864"}
@article{bb113227,
AUTHOR = "Li, H.B. and Yang, S.C. and Xia, R.Y. and Yuan, L. and Gao, X.B.",
TITLE = "Big Brother Is Watching: Proactive Deepfake Detection via Learnable
Hidden Face",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "2284-2288",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109865"}
@article{bb113228,
AUTHOR = "Cheng, J. and Zhang, Y. and Zou, Q. and Yan, Z.Y. and Liang, C. and Wang, Z.Y. and Li, C.",
TITLE = "ED4: Explicit Data-Level Debiasing for Deepfake Detection",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "4618-4630",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109866"}
@inproceedings{bb113229,
AUTHOR = "Kashiani, H. and Talemi, N.A. and Afghah, F.",
TITLE = "FreqDebias: Towards Generalizable Deepfake Detection via
Consistency-Driven Frequency Debiasing",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "8775-8785",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109867"}
@inproceedings{bb113230,
AUTHOR = "Yan, Z.Y. and Zhao, Y.D. and Chen, S. and Guo, M.Y. and Fu, X.H. and Yao, T.P. and Ding, S.H. and Wu, Y.S. and Yuan, L.",
TITLE = "Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level
Blending and Spatiotemporal Adapter Tuning",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "12615-12625",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109868"}
@article{bb113231,
AUTHOR = "Lin, Z.Y. and Lin, H. and Lin, L.Q. and Chen, S. and Liu, X.L.",
TITLE = "Robust cross-image adversarial watermark with JPEG resistance for
defending against Deepfake models",
JOURNAL = CVIU,
VOLUME = "260",
YEAR = "2025",
PAGES = "104459",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109869"}
@article{bb113232,
AUTHOR = "Fu, X.H. and Fu, B.Z. and Chen, S. and Yao, T.P. and Wang, Y.T. and Ding, S.H. and Liang, X. and Li, X.",
TITLE = "Faces Blind Your Eyes: Unveiling the Content-Irrelevant Synthetic
Artifacts for Deepfake Detection",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "5686-5696",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109870"}
@article{bb113233,
AUTHOR = "Das, A.K. and Bose, A. and Manohar, P. and Dutta, A. and Naskar, R. and Chakraborty, R.S.",
TITLE = "InDeepFake: A novel multimodal multilingual indian deepfake video
dataset",
JOURNAL = PRL,
VOLUME = "197",
YEAR = "2025",
PAGES = "16-23",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109871"}
@article{bb113234,
AUTHOR = "Zou, M. and Yu, B. and Zhan, Y.B. and Lyu, S.W. and Ma, K.",
TITLE = "Semantics-Oriented Multitask Learning for DeepFake Detection:
A Joint Embedding Approach",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "9950-9963",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109872"}
@article{bb113235,
AUTHOR = "Kumar, N. and Singh, A.K.",
TITLE = "Artificial intelligence content detection techniques using
watermarking: A survey",
JOURNAL = IVC,
VOLUME = "163",
YEAR = "2025",
PAGES = "105728",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109873"}
@article{bb113236,
AUTHOR = "Momin, M.D.S. and Sufian, A. and Barman, D. and Leo, M. and Distante, C. and Damer, N.",
TITLE = "Explainable deepfake detection across different modalities: An
overview of methods and challenges",
JOURNAL = IVC,
VOLUME = "163",
YEAR = "2025",
PAGES = "105738",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109874"}
@article{bb113237,
AUTHOR = "Liu, M.H. and Liu, X.Q. and Luo, X. and Xu, X.S.",
TITLE = "DATA: Multi-Disentanglement Based Contrastive Learning for Open-World
Semi-Supervised Deepfake Attribution",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "8239-8250",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109875"}
@article{bb113238,
AUTHOR = "Tang, S.H. and Zhang, P.",
TITLE = "HiTAL: Hierarchical Thumbnail and Latent Augmentation for Deepfake
Detection",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "4339-4343",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109876"}
@article{bb113239,
AUTHOR = "Rizvi, S. and Demeri, A. and DeFranco, J.F.",
TITLE = "Unmasking Deepfakes: Impacts, Detection Challenges, and Responsible
Response",
JOURNAL = Computer,
VOLUME = "58",
YEAR = "2025",
NUMBER = "12",
MONTH = "December",
PAGES = "120-124",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109877"}
@article{bb113240,
AUTHOR = "Yang, G. and Song, Y.F. and Yang, X.Y. and Zhang, J.",
TITLE = "LET-CViT: A low-light enhanced two-stream CNN and vision transformer
for Deepfake detection",
JOURNAL = IVC,
VOLUME = "165",
YEAR = "2026",
PAGES = "105828",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109878"}
@article{bb113241,
AUTHOR = "Qu, Z. and Guo, Y. and Hu, Q.Y. and Lu, W.",
TITLE = "LoRA Patching:
Exposing the Fragility of Proactive Defenses Against Deepfakes",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "286-290",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109879"}
@article{bb113242,
AUTHOR = "Ming, L. and He, P.S. and Li, H.L. and Wang, S.Q. and Jiang, X.H.",
TITLE = "Critical Contour Prior-Guided Graph Learning With Pose Calibration
for Identity-Aware Deepfake Detection",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "9085-9097",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109880"}
@article{bb113243,
AUTHOR = "Nguyen Le, H.H. and Tran, V.T. and Nguyen, T. and Le Khac, N.A.",
TITLE = "A Survey on Proactive Deepfake Defense: Disruption and Watermarking",
JOURNAL = Surveys,
VOLUME = "58",
YEAR = "2025",
NUMBER = "5",
MONTH = "November",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109881"}
@article{bb113244,
AUTHOR = "Xu, X. and Chen, J.X. and Zhang, Y.S. and Li, C.S. and Singh, A.K. and Lyu, Z.H.",
TITLE = "DeepFake Detection With Multi-View Fusion and Graph Convolutional
Network",
JOURNAL = MultMed,
VOLUME = "28",
YEAR = "2026",
PAGES = "167-180",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109882"}
@article{bb113245,
AUTHOR = "Lai, C.Y. and Jian, C.Y. and Chuang, P.C. and Lee, C.M. and Hsu, C.C. and Hsu, C.T. and Lin, C.W.",
TITLE = "UMCL: Unimodal-generated Multimodal Contrastive Learning for
Cross-compression-rate Deepfake Detection",
JOURNAL = IJCV,
VOLUME = "134",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "40",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109883"}
@article{bb113246,
AUTHOR = "Jin, Y.F. and Wang, Y.F.",
TITLE = "CMALDD-PTAF: Cross-modal adversarial learning for deepfake detection
by leveraging pre-trained models and cross-attention fusion",
JOURNAL = IVC,
VOLUME = "166",
YEAR = "2026",
PAGES = "105885",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109884"}
@article{bb113247,
AUTHOR = "Bhattacharjee, A. and Islam, K. and Anan, K. and Intesher, A. and Fuad, A.A. and Saha, U. and Imtiaz, H.",
TITLE = "CAE-Net: Generalized deepfake image detection using convolution and
attention mechanisms with spatial and frequency domain features",
JOURNAL = JVCIR,
VOLUME = "115",
YEAR = "2026",
PAGES = "104679",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109885"}
@article{bb113248,
AUTHOR = "Chen, H.P. and Jia, Y.X. and Shi, Z. and Zhang, D.",
TITLE = "ADNet: Delving into generalizable deepfake detection via adaptive
expert selection and discrepancy learning",
JOURNAL = PR,
VOLUME = "173",
YEAR = "2026",
PAGES = "112755",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109886"}
@article{bb113249,
AUTHOR = "Sun, R. and Zhang, Y.F. and Yu, X.L. and Dai, Y.W. and Wang, Y.F.",
TITLE = "Semantic-Aware and Semi-Fragile Diffusion Watermarking for Proactive
Deepfake Detection",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "688-692",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109887"}
@article{bb113250,
AUTHOR = "Jayashree, K. and Chakaravarthi, S. and Samyuktha, J. and Savitha, J. and Chaarulatha, M. and Yogeswari, A. and Samyuktha, G.",
TITLE = "Secure vision: Integrated anti-spoofing and deep-fake detection
system using knowledge distillation approach",
JOURNAL = SP:IC,
VOLUME = "143",
YEAR = "2026",
PAGES = "117481",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109888"}
@article{bb113251,
AUTHOR = "Gao, J. and Micheletto, M. and Orru, G. and Feng, X.Y. and Marcialis, G.L.",
TITLE = "3D differential decomposition for video deepfake detection with
identity suppression",
JOURNAL = SP:IC,
VOLUME = "144",
YEAR = "2026",
PAGES = "117525",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109889"}
@article{bb113252,
AUTHOR = "Polamarasetti, A. and Ahmad, S. and Zaman, M. and Ahmad, R. and Hussain, A. and Akhunzada, A.",
TITLE = "Cascaded Cross-Attention Vision Transformers with Wavelet-Based
Encodings for DeepFake Detection",
JOURNAL = IJCV,
VOLUME = "134",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "221",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109890"}
@article{bb113253,
AUTHOR = "Wang, C.P. and Ma, W.L. and Zhang, S.S. and Gui, J. and Li, Q. and Liu, Y. and Xia, Z.Q.",
TITLE = "Focus on Finding Deepfakes: A Robust Proactive Detection Method Based
on Orthogonal Moment Watermarking",
JOURNAL = IP,
VOLUME = "35",
YEAR = "2026",
PAGES = "3507-3521",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109891"}
@article{bb113254,
AUTHOR = "He, Z.Y. and Guo, Z.Q. and Wang, L. and Yang, G. and Diao, Y.F. and Ma, D.",
TITLE = "WaveGuard: Robust Deepfake Detection and Source Tracing via Dual-Tree
Complex Wavelet and Graph Neural Networks",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "4",
MONTH = "April",
PAGES = "4757-4770",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109892"}
@article{bb113255,
AUTHOR = "Yuan, H.H. and Ping, Y. and Xu, Z.Q. and Cao, J. and Jia, S. and Ma, C.",
TITLE = "Patch-Discontinuity Mining for Generalized Deepfake Detection",
JOURNAL = MultMed,
VOLUME = "28",
YEAR = "2026",
PAGES = "2378-2390",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109893"}
@article{bb113256,
AUTHOR = "Feng, Y.X. and Huang, F.",
TITLE = "Compression-Resistant Adversarial Perturbation for Real-World
Proactive Defense Against Deepfakes",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "4",
MONTH = "April",
PAGES = "5161-5172",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109894"}
@article{bb113257,
AUTHOR = "Sun, B. and Han, D. and Yang, G. and Yang, X.Y. and Wang, X.J.",
TITLE = "Deepfake detection via domain adversarial learning with strong-weak
augmentation strategies",
JOURNAL = JVCIR,
VOLUME = "117",
YEAR = "2026",
PAGES = "104761",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109895"}
@article{bb113258,
AUTHOR = "Roca, T. and Postiglione, M. and Gao, C.Y. and Gortner, I. and Wojciak, Z. and Wang, P. and Alimardani, M. and Anlen, S. and White, K. and Ferres, J.L. and Kraus, S. and Gregory, S. and Subrahmanian, V.S.",
TITLE = "The Microsoft-Northwestern-WITNESS Benchmark for Deepfake Detection",
JOURNAL = IEEE_Int_Sys,
VOLUME = "41",
YEAR = "2026",
NUMBER = "2",
MONTH = "March",
PAGES = "15-23",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109896"}
@article{bb113259,
AUTHOR = "Sun, B. and Han, D. and Yang, G. and Yang, X.Y. and Wang, X.J.",
TITLE = "Deepfake detection via domain adversarial learning with strong-weak
augmentation strategies",
JOURNAL = JVCIR,
VOLUME = "117",
YEAR = "2026",
PAGES = "104761",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109897"}
@article{bb113260,
AUTHOR = "Wang, Q. and Wang, X.F. and Liu, Z. and Bai, N.N. and Zhao, M.H. and Pang, S.",
TITLE = "Unsupervised Domain Adaptation-Based Cross-Type Deepfake Image
Detection",
JOURNAL = IP,
VOLUME = "35",
YEAR = "2026",
PAGES = "4411-4424",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109898"}
@article{bb113261,
AUTHOR = "Wang, Y.B. and Hong, X.P. and Li, Y.Q. and Ma, Z.H. and Huang, Z.W.",
TITLE = "Linguistic profiling of deepfakes: An open database for
next-Generation deepfake detection",
JOURNAL = PR,
VOLUME = "178",
YEAR = "2026",
PAGES = "113395",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109899"}
@article{bb113262,
AUTHOR = "Pei, G. and Zhang, J.N. and Hu, M. and Zhang, Z.Y. and Wang, C.J. and Wu, Y.S. and Zhai, G.T. and Yang, J. and Tao, D.C.",
TITLE = "Deepfake Generation and Detection: A Benchmark and Survey",
JOURNAL = Surveys,
VOLUME = "58",
YEAR = "2026",
NUMBER = "11",
MONTH = "April",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109900"}
@article{bb113263,
AUTHOR = "Wang, Q. and Wang, X.F. and Bai, N.N. and Liu, Z. and Li, J.H.",
TITLE = "UZSDD: Universal Zero-Shot Deepfake Detection via Domain-Invariant
Meta-Learning",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "5",
MONTH = "May",
PAGES = "6314-6318",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109901"}
@article{bb113264,
AUTHOR = "Liu, Z. and Wang, X.F. and Wang, Q. and Bai, N.N. and Han, R.D. and Pang, S.",
TITLE = "Structure searchable network model for deepfake image detection",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
PAGES = "113813",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109902"}
@article{bb113265,
AUTHOR = "Coccomini, D.A. and Caldelli, R. and Gennaro, C. and Fiameni, G. and Amato, G. and Falchi, F.",
TITLE = "Synthetic frequency patterns injection for data-agnostic deepfake
detection",
JOURNAL = CVIU,
VOLUME = "268",
YEAR = "2026",
PAGES = "104781",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109903"}
@article{bb113266,
AUTHOR = "Peng, B. and Wang, Z. and Yu, S. and Jin, X.C. and Wang, W. and Dong, J.",
TITLE = "DREAM: A Benchmark Study for Deepfake PhotoRealism AssessMent",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "7",
MONTH = "July",
PAGES = "7451-7466",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109904"}
@article{bb113267,
AUTHOR = "Li, Y. and He, X. and He, D. and Xie, X.Q. and Liu, X. and Liu, X.",
TITLE = "MLHFA: Multi-local high-frequency attention and feature aggregation
for generalizable deepfake detection",
JOURNAL = JVCIR,
VOLUME = "118",
YEAR = "2026",
PAGES = "104788",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109905"}
@article{bb113268,
AUTHOR = "Singh, P. and Pankajakshan, V.",
TITLE = "Improving Generalization in Deepfake Detection With Feature-Space
Adversarial Consistency",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "2295-2299",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109906"}
@article{bb113269,
AUTHOR = "Han, S.S. and Yuan, Y.F. and Wang, H.Y. and Yuan, L. and Gao, X.B.",
TITLE = "Dual-Space Hierarchical Learning for Deepfake Detection",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "2280-2284",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109907"}
@article{bb113270,
AUTHOR = "Ming, Z.N. and He, P.S. and Li, B.B. and Li, H.L. and Jiang, X.H.",
TITLE = "Exploring transferable inconsistencies with regional guidance for
reference-based deepfake detection",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
PAGES = "113795",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109908"}
@article{bb113271,
AUTHOR = "Shi, H. and Wang, G. and Li, F. and Liu, M.Y. and Meng, X.Y.",
TITLE = "Dynamic disentanglement: A contrastive causal framework for deepfake
detection",
JOURNAL = CVIU,
VOLUME = "269",
YEAR = "2026",
PAGES = "104797",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109909"}
@article{bb113272,
AUTHOR = "Huang, X. and Wang, X.F. and Wang, Q. and Zhang, J. and Xu, T.T. and Wang, Y.H.",
TITLE = "Complementary features of multi-scale frequency domain aggregation
and spatial reconstruction for deepfake detection",
JOURNAL = IVC,
VOLUME = "173",
YEAR = "2026",
PAGES = "106042",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109910"}
@article{bb113273,
AUTHOR = "Kong, C.Q. and Luo, A. and Bao, P.J. and Li, H.L. and Wan, R.J. and Zheng, Z. and Rocha, A. and Kot, A.C.",
TITLE = "Open-Set Deepfake Detection: A Parameter-Efficient Adaptation Method
With Forgery Style Mixture",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "7",
MONTH = "July",
PAGES = "10480-10496",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109911"}
@article{bb113274,
AUTHOR = "Liu, M.H. and Cheng, H. and Luo, X. and Xu, X.S.",
TITLE = "Suppressing Gradient Conflict for Generalizable Deepfake Detection",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "9",
MONTH = "September",
PAGES = "10401-10413",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109912"}
@article{bb113275,
AUTHOR = "Jia, H. and Cheng, Z.Y. and Wang, T.Y. and Ma, C.J. and Zhao, Y. and Gao, Z.",
TITLE = "Prior-knowledge guidance and dual-domain representation refinement
for deepfake detection",
JOURNAL = PR,
VOLUME = "180",
YEAR = "2026",
PAGES = "114315",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109913"}
@article{bb113276,
AUTHOR = "Bui, D.V. and Tran, T.D. and Tran, H.D. and Dinh, V.K. and Pham, D.C. and Dang, T.L.",
TITLE = "A lightweight dual-branch spatial-frequency framework for joint
deepfake detection and localization",
JOURNAL = CVIU,
VOLUME = "270",
YEAR = "2026",
PAGES = "104860",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109914"}
@article{bb113277,
AUTHOR = "Xu, K.W. and Hu, X. and Chen, C. and Zhou, Y.C. and Xu, Y. and Alsolai, H. and Mumtaz, S.",
TITLE = "Multiscale Spatial Frequency-Aware Transformer and Saturation
Analysis for Universal Deepfake Detection",
JOURNAL = Cyber,
VOLUME = "56",
YEAR = "2026",
NUMBER = "9",
MONTH = "September",
PAGES = "4887-4899",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109915"}
@article{bb113278,
AUTHOR = "Song, W.C. and Li, Q. and Guo, S. and Gao, M.L.",
TITLE = "Towards generalizable and robust deepfake video detection via feature
reconstruction and sequential temporal network",
JOURNAL = IVC,
VOLUME = "174",
YEAR = "2026",
PAGES = "106142",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109916"}
@inproceedings{bb113279,
AUTHOR = "Yermakov, A. and Cech, J. and Matas, J. and Fritz, M.",
TITLE = "Deepfake Detection that Generalizes Across Benchmarks",
BOOKTITLE = WACV26,
YEAR = "2026",
PAGES = "773-783",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109917"}
@inproceedings{bb113280,
AUTHOR = "Hondru, V. and Hogea, E. and Onchis, D. and Ionescu, R.T.",
TITLE = "ExDDV: A New Dataset for Explainable Deepfake Detection in Video",
BOOKTITLE = WACV26,
YEAR = "2026",
PAGES = "4273-4284",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109918"}
@inproceedings{bb113281,
AUTHOR = "Shen, G.Y. and Li, Z.H. and Xu, X. and Zhao, T.C. and Zhang, Z. and An, D.S. and Tu, Z.W. and Xing, Y.F. and Zhang, Q.",
TITLE = "AuthGuard: Generalizable Deepfake Detection via Language Guidance",
BOOKTITLE = WACV26,
YEAR = "2026",
PAGES = "6215-6225",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109919"}
@inproceedings{bb113282,
AUTHOR = "Tukkani, S.R. and Bharati, A.",
TITLE = "Shades of Generalization: Diversity Aware Open Set Deepfake Detection",
BOOKTITLE = FG26,
YEAR = "2026",
PAGES = "1-10",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109920"}
@inproceedings{bb113283,
AUTHOR = "Patel, M. and Rattani, A.",
TITLE = "DF-OOD: Real-Only Deepfake Detection via Confidence Dynamics under
Perturbations",
BOOKTITLE = FG26,
YEAR = "2026",
PAGES = "1-10",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109921"}
@inproceedings{bb113284,
AUTHOR = "Badr, N.E.A. and Liang, X. and Nebel, J.C. and Greenhil, D.",
TITLE = "FRLD-DF: Frequency Ring-Guided LoRA Adaptation of DINOv2 Vision
Transformer for Generalizable Deepfake Detection",
BOOKTITLE = FG26,
YEAR = "2026",
PAGES = "1-11",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109922"}
@article{bb113285,
AUTHOR = "Bui, N. and Nguyen, H. and Phan, K. and Ngo, N. and Tran, A. and Nguyen, T. and Nguyen, H. and Doan, T. and Nguyen, H.D. and Le, T.",
TITLE = "Beyond detection: A survey on proactive disruption and defense
strategies for deepfake face generation",
JOURNAL = CVIU,
VOLUME = "271",
YEAR = "2026",
PAGES = "104867",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109923"}
@article{bb113286,
AUTHOR = "Alhalawani, N. and Cirillo, L. and Amerini, I.",
TITLE = "A comprehensive evaluation framework and efficient regularization
strategy for adversarial robustness of deepfake detectors under
closed and open set scenarios",
JOURNAL = CVIU,
VOLUME = "271",
YEAR = "2026",
PAGES = "104899",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109924"}
@article{bb113287,
AUTHOR = "Ye, X.Y. and Huang, H. and Zhou, X.Y. and Wang, Y.T. and Ma, K.K.",
TITLE = "CMUA++: A cross-model universal active defense framework for
combating deepfake",
JOURNAL = PR,
VOLUME = "180",
YEAR = "2026",
PAGES = "114364",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109925"}
@article{bb113288,
AUTHOR = "Wu, X.S. and Liao, X.",
TITLE = "Local Conditional Watermarking for Geometrically Robust Deepfake
Proactive Forensics",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "3761-3765",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109926"}
@article{bb113289,
AUTHOR = "Liu, X.L. and Yu, Y. and Li, X.L. and Zhao, G.Z. and Zhao, Y.",
TITLE = "AVIR: Audio-Visual Information Refinement for Robust Multimodal
Deepfake Detection",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "9",
MONTH = "September",
PAGES = "13922-13931",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109927"}
@article{bb113290,
AUTHOR = "He, Z.Y. and Guo, Z.Q. and Wang, L. and Tao, X.M. and Liao, X.",
TITLE = "One-Identity-One-Key: Region-Aware Watermark for Proactive Deepfake
Detection and Robust Source Tracing",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "9",
MONTH = "September",
PAGES = "14007-14020",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109928"}
@article{bb113291,
AUTHOR = "Deng, Z.R. and Yan, J.J. and Yang, R. and Liu, S.",
TITLE = "S2LoRA: Subspace-constrained low-rank adaptation for deepfake
detection",
JOURNAL = PRL,
VOLUME = "208",
YEAR = "2026",
PAGES = "198-202",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109929"}
@article{bb113292,
AUTHOR = "Harsora, R.V. and Vaghela, K. and Diwan, A.",
TITLE = "An optimized dual-stream framework for deepfake detection using
advanced detection and classification architectures",
JOURNAL = SP:IC,
VOLUME = "148",
YEAR = "2026",
PAGES = "117642",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109930"}
@inproceedings{bb113293,
AUTHOR = "Qiu, M.X. and Chuang, K.W. and Lai, S.H.",
TITLE = "STEN-FAWA: Spatial-Temporal Expert Network with Forgery-Aware
Weighted-Adaptive Aggregator for Deepfake Detection",
BOOKTITLE = FG26,
YEAR = "2026",
PAGES = "1-10",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109931"}
@inproceedings{bb113294,
AUTHOR = "Zhou, X. and Deng, Z.Y. and Zhou, S. and Zhao, Q.J. and Qiao, L.",
TITLE = "Generic Deepfake Feature Space Discovery via Coarse-to-Fine
Disentanglement Learning",
BOOKTITLE = FG26,
YEAR = "2026",
PAGES = "1-10",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109932"}
@inproceedings{bb113295,
AUTHOR = "Xu, Y. and Terhorst, P. and Pedersen, M. and Raja, K.",
TITLE = "Chasing Shadows: Solving Deepfake Detection Benchmarks Using
Irrelevant Features Only",
BOOKTITLE = FG25,
YEAR = "2025",
PAGES = "1-9",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109933"}
@inproceedings{bb113296,
AUTHOR = "Amada, T. and Kakizaki, K. and Miyagawa, T. and Ebihara, A.F. and Shiohara, K. and Yamasaki, T.",
TITLE = "Robust Deepfake Detection for Electronic Know Your Customer Systems
Using Registered Images",
BOOKTITLE = FG25,
YEAR = "2025",
PAGES = "1-10",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109934"}
@inproceedings{bb113297,
AUTHOR = "Lo, S.T. and Huang, T.M. and Han, Y.H. and Hua, K.L. and Chen, J.C.",
TITLE = "EXDF: Explainable Deepfake Detection with Vision-Language Model",
BOOKTITLE = ICIP25,
YEAR = "2025",
PAGES = "2384-2389",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109935"}
@inproceedings{bb113298,
AUTHOR = "Lu, Y.Z. and Wang, W. and Chen, X.W. and Wang, F.Y. and Wang, S. and Chen, J.W.",
TITLE = "Multi-Scale Spatial-Frequency Features Representation and Learnable
Cross Modal Feature Fusion in DeepFake Detection",
BOOKTITLE = ICIP25,
YEAR = "2025",
PAGES = "1558-1563",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109936"}
@inproceedings{bb113299,
AUTHOR = "Yang, F. and Zhen, R. and Wang, J.N. and Zhang, Y.H. and Chen, H.X. and Lu, H.N. and Zhao, S.C. and Ding, G.",
TITLE = "HEIE: MLLM-Based Hierarchical Explainable AIGC Image Implausibility
Evaluator",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "3856-3866",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe501df2.html#TT109937"}
Last update:Sep 30, 2026 at 11:45:00