CMUA-Watermark: A Cross-Model Universal Adversarial Watermark for Combating Deepfakes (AAAI2022)
The official code for CMUA-Watermark: A Cross-Model Universal Adversarial Watermark for Combating Deepfakes (AAAI2022) arxiv. It is based on disrupting-deepfakes
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Contact us with [email protected], [email protected].
We will release our code soon (no later than December 31, 2021).
Introduction
CMUA-Watermark is a cross-model universal adversarial watermark that can combat multiple deepfake models while protecting a myriad of facial images. With the proposed perturbation fusion strategies and automatic step size tuning, CMUA-Watermark achieves excellent protection capabilities for facial images against four face modification models (StarGAN, AttGAN, AGGAN, HiSD).
Figure 1. Illustration of our CMUA-Watermark. Once the CMUA-watermark has been generated, we can add it directly to