DeepSignature: Digitally Signed, Content-Encoding Watermarks for Robust and Transparent Image Authentication

ArXi:2604.23016v1 Announce Type: cross AI-powered generative models have significantly expanded the possibilities for editing, manipulating, and creating high-quality images. Particularly, images that falsely appear to originate from trusted sources pose a serious threat, undermining public trust in image authenticity. We propose DeepSignature, a novel approach that integrates the guarantees of digital signatures with the capabilities of deep neural networks.