Unveiling Universal Forensics of Diffusion Models with Adversarial Perturbations

Author:

Xie Kangyang1,Liu Jiaan1,Zhu Muzhi1,Ding Ganggui1,Liu Zide1,Chen Hao1,Chen Hangyue2

Affiliation:

1. Zhejiang University,College of Computer Science and Technology,China

2. Hangzhou Dianzi University,Department of Digital Media Art,China

Publisher

IEEE

Reference29 articles.

1. Denoising diffusion probabilistic models;Ho;Advances in Neural Information Processing Systems,2020

2. Diffusion models beat gans on image synthesis;Dhariwal;Advances in Neural Information Processing Systems,2021

3. Hierarchical text-conditional image generation with clip latents;Ramesh,2022

4. Photorealistic text-to-image diffusion models with deep language understanding;Saharia,2022

5. AI-synthesized faces are indistinguishable from real faces and more trustworthy

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