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2310.02401
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FT-Shield: A Watermark Against Unauthorized Fine-tuning in Text-to-Image Diffusion Models
SIGKDD Explorations (SIGKDD Explor.), 2023
3 October 2023
Yingqian Cui
Jie Ren
Yuping Lin
Han Xu
Pengfei He
Yue Xing
Lingjuan Lyu
Wenqi Fan
Hui Liu
Shucheng Zhou
WIGM
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Papers citing
"FT-Shield: A Watermark Against Unauthorized Fine-tuning in Text-to-Image Diffusion Models"
12 / 12 papers shown
Evaluating Dataset Watermarking for Fine-tuning Traceability of Customized Diffusion Models: A Comprehensive Benchmark and Removal Approach
X. Wang
Hanchi Sun
Wenjun Sun
Kejun Xue
Wangqiu Zhou
...
Wei Sun
Dandan Zhu
Xiongkuo Min
Jun Jia
Zhijun Fang
WIGM
360
0
0
24 Nov 2025
Responsible Diffusion: A Comprehensive Survey on Safety, Ethics, and Trust in Diffusion Models
Kang Wei
Xin Yuan
Fushuo Huo
Chuan Ma
Long Yuan
S. Li
Ming Ding
Dacheng Tao
DiffM
MedIm
288
2
0
25 Sep 2025
Image Copy Detection for Diffusion Models
Neural Information Processing Systems (NeurIPS), 2024
Wenhao Wang
Yifan Sun
Zhentao Tan
Yi Yang
288
6
0
30 Sep 2024
Detecting Dataset Abuse in Fine-Tuning Stable Diffusion Models for Text-to-Image Synthesis
Songrui Wang
Yubo Zhu
Wei Tong
Sheng Zhong
WIGM
236
1
0
27 Sep 2024
Replication in Visual Diffusion Models: A Survey and Outlook
Wenhao Wang
Yifan Sun
Zongxin Yang
Zhengdong Hu
Zhentao Tan
Yi Yang
621
15
0
07 Jul 2024
EnTruth: Enhancing the Traceability of Unauthorized Dataset Usage in Text-to-image Diffusion Models with Minimal and Robust Alterations
Jie Ren
Yingqian Cui
Chen Chen
Vikash Sehwag
Yue Xing
Shucheng Zhou
WIGM
343
1
0
20 Jun 2024
FreezeAsGuard: Mitigating Illegal Adaptation of Diffusion Models via Selective Tensor Freezing
Kai Huang
Wei Gao
299
3
0
24 May 2024
Membership Inference on Text-to-Image Diffusion Models via Conditional Likelihood Discrepancy
Neural Information Processing Systems (NeurIPS), 2024
Shengfang Zhai
Huanran Chen
Yinpeng Dong
Jiajun Li
Qingni Shen
Yansong Gao
Hang Su
Yang Liu
EGVM
372
35
0
23 May 2024
Perturbing Attention Gives You More Bang for the Buck: Subtle Imaging Perturbations That Efficiently Fool Customized Diffusion Models
Jingyao Xu
Yuetong Lu
Yandong Li
Siyang Lu
Dongdong Wang
Xiang Wei
AAML
DiffM
407
23
0
23 Apr 2024
U Can't Gen This? A Survey of Intellectual Property Protection Methods for Data in Generative AI
Tanja Sarcevic
Alicja Karlowicz
Rudolf Mayer
Ricardo A. Baeza-Yates
Andreas Rauber
354
15
0
22 Apr 2024
Rethinking Artistic Copyright Infringements in the Era of Text-to-Image Generative Models
Mazda Moayeri
Samyadeep Basu
S. Balasubramanian
Priyatham Kattakinda
Atoosa Malemir Chegini
R. Brauneis
Soheil Feizi
WIGM
245
11
0
11 Apr 2024
Copyright Protection in Generative AI: A Technical Perspective
Jie Ren
Han Xu
Pengfei He
Yingqian Cui
Shenglai Zeng
...
Hongzhi Wen
Jiayuan Ding
Hui Liu
Yi Chang
Shucheng Zhou
DeLMO
413
61
0
04 Feb 2024
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