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Evading Watermark based Detection of AI-Generated Content. (arXiv:2305.03807v1 [cs.LG])
cs.CR updates on arXiv.org arxiv.org
A generative AI model -- such as DALL-E, Stable Diffusion, and ChatGPT -- can
generate extremely realistic-looking content, posing growing challenges to the
authenticity of information. To address the challenges, watermark has been
leveraged to detect AI-generated content. Specifically, a watermark is embedded
into an AI-generated content before it is released. A content is detected as
AI-generated if a similar watermark can be decoded from it. In this work, we
perform a systematic study on the robustness of such watermark-based …
address ai model challenges chatgpt detect detection embedded generated generative generative ai information stable diffusion