# Residual Transferability in Neural Image Watermarking > Source: > Published: 2026-09-29 06:30:18+00:00 Neural image watermarks can be forged by extracting watermark-bearing residuals from released images and transferring them to unrelated content. While prior work has demonstrated this vulnerability, what makes these residuals transferable remains poorly understood. We formalize this vulnerability wi