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Towards Generalized Proactive Defense against Face Swapping with Contour-Hybrid Watermark

25 May 2025

Papers citing "Towards Generalized Proactive Defense against Face Swapping with Contour-Hybrid Watermark"

35 / 35 papers shown

Title
DATA: Multi-Disentanglement based Contrastive Learning for Open-World Semi-Supervised Deepfake AttributionIEEE transactions on multimedia (TMM), 2025 Ming-Hui Liu Xiao-Qian Liu Xin Luo Xin-Shun Xu 197 3 0 07 May 2025
LampMark: Proactive Deepfake Detection via Training-Free Landmark Perceptual WatermarksACM Multimedia (MM), 2024 Tianyi Wang Mengxiao Huang Harry Cheng Xiao Zhang Zhiqi Shen 273 20 0 26 Nov 2024
Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter TuningComputer Vision and Pattern Recognition (CVPR), 2024 Zhiyuan Yan Yandan Zhao Shen Chen Xinghe Fu Taiping Yao Shouhong Ding Li Yuan 247 36 0 30 Aug 2024
FreqBlender: Enhancing DeepFake Detection by Blending Frequency Knowledge Hanzhe Li Yuezun Li Jiaran Zhou Bin Li Junyu Dong CVBM 198 40 0 22 Apr 2024
EditGuard: Versatile Image Watermarking for Tamper Localization and Copyright ProtectionComputer Vision and Pattern Recognition (CVPR), 2023 Xuanyu Zhang Runyi Li Jiwen Yu You-song Xu Weiqi Li Jian Zhang WIGM 217 104 0 12 Dec 2023
SepMark: Deep Separable Watermarking for Unified Source Tracing and Deepfake DetectionACM Multimedia (ACM MM), 2023 Xiaoshuai Wu Xin Liao Bo Ou 183 60 0 10 May 2023
AI-Generated Content (AIGC): A Survey Jiayang Wu Wensheng Gan Zefeng Chen Shicheng Wan Hong Lin 3DV 180 176 0 26 Mar 2023
DiffFace: Diffusion-based Face Swapping with Facial GuidancePattern Recognition (Pattern Recogn.), 2022 Kihong Kim Yunho Kim Seokju Cho Junyoung Seo Jisu Nam Kychul Lee Seung Wook Kim Kwanghee Lee DiffM 167 87 0 27 Dec 2022
Fine-Grained Face Swapping via Regional GAN InversionComputer Vision and Pattern Recognition (CVPR), 2022 Zhian Liu Maomao Li Yong Zhang Cairong Wang Qi Zhang Jue Wang Yongwei Nie CVBM 182 82 0 25 Nov 2022
Implicit Identity Leakage: The Stumbling Block to Improving Deepfake Detection GeneralizationComputer Vision and Pattern Recognition (CVPR), 2022 S. Dong Jin Wang Renhe Ji Jiajun Liang Haoqiang Fan Zheng Ge 154 185 0 26 Oct 2022
CelebV-HQ: A Large-Scale Video Facial Attributes DatasetEuropean Conference on Computer Vision (ECCV), 2022 Haoning Zhu Wayne Wu Wentao Zhu Liming Jiang Siwei Tang Li Zhang Ziwei Liu Chen Change Loy 303 239 0 25 Jul 2022
Detecting Deepfakes with Self-Blended ImagesComputer Vision and Pattern Recognition (CVPR), 2022 Kaede Shiohara T. Yamasaki 131 441 0 18 Apr 2022
FaceSigns: Semi-Fragile Neural Watermarks for Media Authentication and Countering Deepfakes Paarth Neekhara Shehzeen Samarah Hussain Xinqiao Zhang Ke Huang Julian McAuley F. Koushanfar AAML 158 30 0 05 Apr 2022
Towards Semi-Supervised Deep Facial Expression Recognition with An Adaptive Confidence MarginComputer Vision and Pattern Recognition (CVPR), 2022 Hangyu Li N. Wang Xi Yang Xiaoyu Wang Xinbo Gao CVBM 193 93 0 23 Mar 2022
MobileFaceSwap: A Lightweight Framework for Video Face SwappingAAAI Conference on Artificial Intelligence (AAAI), 2022 Zhi-liang Xu Zhibin Hong Changxing Ding Zhen Zhu Junyu Han Jingtuo Liu Errui Ding CVBM 159 64 0 11 Jan 2022
High-Resolution Image Synthesis with Latent Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2021 Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer DiffM 1.2K 20,169 0 20 Dec 2021
Trustworthy AI: From Principles to Practices Yue Liu Peng Qi Bo Liu Shuai Di Jingen Liu Jiquan Pei Jinfeng Yi Bowen Zhou 359 489 0 04 Oct 2021
MBRS : Enhancing Robustness of DNN-based Watermarking by Mini-Batch of Real and Simulated JPEG Compression Zhaoyang Jia Han Fang Weiming Zhang 212 219 0 18 Aug 2021
SimSwap: An Efficient Framework For High Fidelity Face SwappingACM Multimedia (ACM MM), 2020 Renwang Chen Xuanhong Chen Bingbing Ni Yanhao Ge CVBM 216 395 0 11 Jun 2021
One Shot Face Swapping on MegapixelsComputer Vision and Pattern Recognition (CVPR), 2021 Yuhao Zhu Qi Li Jian Wang Chengzhong Xu Zhenan Sun PICV CVBM 190 183 0 11 May 2021
Improved Denoising Diffusion Probabilistic ModelsInternational Conference on Machine Learning (ICML), 2021 Alex Nichol Prafulla Dhariwal DiffM 516 4,555 0 18 Feb 2021
Denoising Diffusion Implicit ModelsInternational Conference on Learning Representations (ICLR), 2020 Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 1.1K 9,789 0 06 Oct 2020
FakeTagger: Robust Safeguards against DeepFake Dissemination via Provenance TrackingACM Multimedia (ACM MM), 2020 Run Wang Felix Juefei Xu Mengqing Luo Yang Liu Lina Wang 224 92 0 21 Sep 2020
Thinking in Frequency: Face Forgery Detection by Mining Frequency-aware CluesEuropean Conference on Computer Vision (ECCV), 2020 Yuyang Qian Guojun Yin Lu Sheng Zixuan Chen Jing Shao CVBM 260 906 0 18 Jul 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 3.8K 24,479 0 19 Jun 2020
Face X-ray for More General Face Forgery DetectionComputer Vision and Pattern Recognition (CVPR), 2019 Lingzhi Li Jianmin Bao Ting Zhang Hao Yang Dong Chen Fang Wen B. Guo PICV CVBM 216 1,004 0 31 Dec 2019
FaceShifter: Towards High Fidelity And Occlusion Aware Face Swapping Lingzhi Li Jianmin Bao Hao Yang Dong Chen Fang Wen CVBM 273 404 0 31 Dec 2019
FaceForensics++: Learning to Detect Manipulated Facial Images Andreas Rossler D. Cozzolino L. Verdoliva Christian Riess Justus Thies Matthias Nießner CVBM 349 2,536 0 25 Jan 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 1.4K 11,881 0 12 Dec 2018
HiDDeN: Hiding Data With Deep Networks Jiren Zhu Russell Kaplan Justin Johnson Li Fei-Fei WIGM 166 919 0 26 Jul 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 955 14,734 0 11 Jan 2018
Progressive Growing of GANs for Improved Quality, Stability, and VariationInternational Conference on Learning Representations (ICLR), 2017 Tero Karras Timo Aila S. Laine J. Lehtinen GAN 574 8,042 0 27 Oct 2017
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 1.3K 30,743 0 05 Sep 2017
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 1.6K 29,484 0 02 Dec 2015
Adam: A Method for Stochastic OptimizationInternational Conference on Learning Representations (ICLR), 2014 Diederik P. Kingma Jimmy Ba ODL 4.3K 159,811 0 22 Dec 2014