3 papers
cs.CV2025
StyleProtect: Safeguarding Artistic Identity in Fine-tuned Diffusion Models
Qiuyu Tang, Joshua Krinsky, Aparna Bharati
The rapid advancement of generative models, particularly diffusion-based approaches, has inadvertently facilitated their potential for misuse. Such models enable malicious exploite…
cs.CV2025
Is Perturbation-Based Image Protection Disruptive to Image Editing?
Qiuyu Tang, Bonor Ayambem, Mooi Choo Chuah +1
The remarkable image generation capabilities of state-of-the-art diffusion models, such as Stable Diffusion, can also be misused to spread misinformation and plagiarize copyrighted…
cs.CV2025
Exploring Saliency Bias in Manipulation Detection
Joshua Krinsky, Alan Bettis, Qiuyu Tang +2
The social media-fuelled explosion of fake news and misinformation supported by tampered images has led to growth in the development of models and datasets for image manipulation d…