Fai Gu

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Publication activitypapers/week, last 8 weeks

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Computer Vision (1)Red-Teaming & Adversarial Robustness (1)

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Qiyu Tang (1)Te-Jen Wen (1)Te Wen (1)Emily Davis (1)

Papers (1)

Mar 5, 2026

Fai Gu +51w ago

When Denoising Becomes Unsigning: Theoretical and Empirical Analysis of Watermark Fragility Under Diffusion-Based Image Editing

Diffusion-based image editing can effectively erase robust watermarks, turning them into random noise even when those watermarks were designed to survive conventional distortions.

Fai Gu, Qiyu Tang, Te-Jen Wen +3

Computer Vision Red-Teaming & Adversarial Robustness

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Fai Gu

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)