Hai Ci*

Rethinking Tree-Ring Watermarking for Enhanced Multi-Key Identification

"We revisit Tree-Ring Watermarking, a recent diffusion model watermarking method that demonstrates great robustness to various attacks. We conduct an in-depth study on it and reveal that the distribution shift unintentionally introduced by the watermarking process, apart from watermark pattern match…