Robust and imperceptible image watermarks in stable-diffusion image editing models

• Main Author: Xu, Qiran
• Other Authors: Alex Chichung Kot
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2025
• Subjects: Engineering; Image watermarking; Diffusion model; Image editing
• Online Access: https://hdl.handle.net/10356/182920
• Institution: Nanyang Technological University

With the rapid development of generative models, generative image editing has significantly enriched people’s lives but has also introduced ethical challenges, such as the fake news and misinformation. This dissertation proposes a robust watermarking framework designed for developers of Stable Diffu...