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Robust-Wide: Robust Watermarking against Instruction-driven Image Editing
Feb. 21, 2024, 5:10 a.m. | Runyi Hu, Jie Zhang, Tianwei Zhang, Jiwei Li
cs.CR updates on arXiv.org arxiv.org
Abstract: Instruction-driven image editing allows users to quickly edit an image according to text instructions in a forward pass. Nevertheless, malicious users can easily exploit this technique to create fake images, which could cause a crisis of trust and harm the rights of the original image owners. Watermarking is a common solution to trace such malicious behavior. Unfortunately, instruction-driven image editing can significantly change the watermarked image at the semantic level, making it less robust and …
arxiv can crisis cs.cr edit editing exploit fake forward harm image images malicious pass quickly rights text trust watermarking
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