no code implementations • 5 Apr 2024 • Zhengyuan Jiang, Moyang Guo, Yuepeng Hu, Neil Zhenqiang Gong
Several companies--such as Google, Microsoft, and OpenAI--have deployed techniques to watermark AI-generated content to enable proactive detection.
no code implementations • 22 Mar 2024 • Yuepeng Hu, Zhengyuan Jiang, Moyang Guo, Neil Gong
The robustness of such watermark-based detector against evasion attacks in the white-box and black-box settings is well understood in the literature.
1 code implementation • 5 May 2023 • Zhengyuan Jiang, Jinghuai Zhang, Neil Zhenqiang Gong
Specifically, a watermark is embedded into an AI-generated content before it is released.
1 code implementation • 18 Nov 2021 • Pengfei Zhang, Zhengyuan Jiang, YiXuan Wang, Yu Li
Essentially, instead of denoising the data explicitly, we add simulated noise to the training data and force the deep learning model to produce similar and stable representations for both the noise-free data and the distorted data.