“Related research has made new progress in the field of image watermarking. Experts have proposed frequency aware driven deep robust image watermarking technology, which significantly enhances the invisibility and robustness of watermarks by differentiating low-frequency and high-frequency components, providing effective solutions for dealing with diverse attacks.”