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Learning to Disentangle GAN Fingerprint for Fake Image Attribution

Learning to Disentangle GAN Fingerprint for Fake Image Attribution

16 June 2021
Tianyun Yang
Juan Cao
Qiang Sheng
Lei Li
Jiaqi Ji
Xirong Li
Sheng Tang
ArXiv (abs)PDFHTMLGithub

Papers citing "Learning to Disentangle GAN Fingerprint for Fake Image Attribution"

17 / 17 papers shown
Beyond Deepfake vs Real: Facial Deepfake Detection in the Open-Set Paradigm
Beyond Deepfake vs Real: Facial Deepfake Detection in the Open-Set Paradigm
Nadarasar Bahavan
Sanjay Saha
Ken Chen
Sachith Seneviratne
Sanka Rasnayaka
Saman K. Halgamuge
387
0
0
30 Mar 2026
PRADA: Probability-Ratio-Based Attribution and Detection of Autoregressive-Generated Images
PRADA: Probability-Ratio-Based Attribution and Detection of Autoregressive-Generated Images
Simon Damm
Jonas Ricker
Henning Petzka
Asja Fischer
318
0
0
25 Nov 2025
Guard Me If You Know Me: Protecting Specific Face-Identity from Deepfakes
Guard Me If You Know Me: Protecting Specific Face-Identity from Deepfakes
Kaiqing Lin
Zhiyuan Yan
Ke-Yue Zhang
Li Hao
Yue Zhou
Yuzhen Lin
Weixiang Li
Taiping Yao
Shouhong Ding
Bin Li
453
6
0
26 May 2025
Methods and Trends in Detecting AI-Generated Images: A Comprehensive Review
Methods and Trends in Detecting AI-Generated Images: A Comprehensive Review
Arpan Mahara
N. Rishe
AAML
1.1K
7
0
21 Feb 2025
Deep Learning Technology for Face Forgery Detection: A Survey
Deep Learning Technology for Face Forgery Detection: A Survey
Lixia Ma
Puning Yang
Yuting Xu
Ziming Yang
Peipei Li
Huaibo Huang
329
21
0
22 Sep 2024
DF40: Toward Next-Generation Deepfake Detection
DF40: Toward Next-Generation Deepfake DetectionNeural Information Processing Systems (NeurIPS), 2024
Zhiyuan Yan
Taiping Yao
Shen Chen
Yandan Zhao
Xinghe Fu
...
Donghao Luo
Li Yuan
Chengjie Wang
Shouhong Ding
Yunsheng Wu
397
147
0
19 Jun 2024
Protect-Your-IP: Scalable Source-Tracing and Attribution against
  Personalized Generation
Protect-Your-IP: Scalable Source-Tracing and Attribution against Personalized Generation
Runyi Li
Xuanyu Zhang
Zhipei Xu
Yongbing Zhang
Jian Zhang
WIGM
272
7
0
26 May 2024
BOSC: A Backdoor-based Framework for Open Set Synthetic Image Attribution
BOSC: A Backdoor-based Framework for Open Set Synthetic Image AttributionIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2024
Jun Wang
B. Tondi
Mauro Barni
DiffM
589
5
0
19 May 2024
Recent Advances in Digital Image and Video Forensics, Anti-forensics and
  Counter Anti-forensics
Recent Advances in Digital Image and Video Forensics, Anti-forensics and Counter Anti-forensics
Maryam Al-Fehani
Saif M. Al-Kuwari
DiffMAAML
212
5
0
03 Feb 2024
Transcending Forgery Specificity with Latent Space Augmentation for
  Generalizable Deepfake Detection
Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection
Zhiyuan Yan
Yuhao Luo
Siwei Lyu
Qingshan Liu
Baoyuan Wu
532
172
0
19 Nov 2023
A Siamese-based Verification System for Open-set Architecture
  Attribution of Synthetic Images
A Siamese-based Verification System for Open-set Architecture Attribution of Synthetic Images
Lydia Abady
Jun Wang
B. Tondi
Mauro Barni
231
0
0
19 Jul 2023
UCF: Uncovering Common Features for Generalizable Deepfake Detection
UCF: Uncovering Common Features for Generalizable Deepfake DetectionIEEE International Conference on Computer Vision (ICCV), 2023
Zhiyuan Yan
Yong Zhang
Yanbo Fan
Baoyuan Wu
440
249
0
27 Apr 2023
PTW: Pivotal Tuning Watermarking for Pre-Trained Image Generators
PTW: Pivotal Tuning Watermarking for Pre-Trained Image GeneratorsUSENIX Security Symposium (USENIX Security), 2023
Nils Lukas
Florian Kerschbaum
WIGM
409
43
0
14 Apr 2023
Progressive Open Space Expansion for Open-Set Model Attribution
Progressive Open Space Expansion for Open-Set Model AttributionComputer Vision and Pattern Recognition (CVPR), 2023
Tianyun Yang
Danding Wang
Fan Tang
Xinying Zhao
Juan Cao
Sheng Tang
406
32
0
13 Mar 2023
Spatial-Temporal Frequency Forgery Clue for Video Forgery Detection in
  VIS and NIR Scenario
Spatial-Temporal Frequency Forgery Clue for Video Forgery Detection in VIS and NIR Scenario
Yukai Wang
Chunlei Peng
Decheng Liu
N. Wang
Xinbo Gao
236
28
0
05 Jul 2022
Making DeepFakes more spurious: evading deep face forgery detection via
  trace removal attack
Making DeepFakes more spurious: evading deep face forgery detection via trace removal attackIEEE Transactions on Dependable and Secure Computing (TDSC), 2022
Chi Liu
Huajie Chen
Tianqing Zhu
Jun Zhang
Wanlei Zhou
AAML
184
44
0
22 Mar 2022
Xception: Deep Learning with Depthwise Separable Convolutions
Xception: Deep Learning with Depthwise Separable ConvolutionsComputer Vision and Pattern Recognition (CVPR), 2016
François Chollet
MDEBDLPINN
3.6K
17,433
0
07 Oct 2016
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