Jidong Yang

A single prompt can completely strip invisible watermarks from images, revealing a critical vulnerability in current watermarking schemes.

SPFM-Net achieves a breakthrough in invisible watermark attacks, balancing effective signal removal with high visual fidelity through innovative semantic and frequency-guided techniques.

FDDWAN achieves superior watermark removal while preserving visual fidelity, outperforming traditional and learning-based methods.