3 papers
cs.CV2025
Copyright Infringement Detection in Text-to-Image Diffusion Models via Differential Privacy
Xiafeng Man, Zhipeng Wei, Jingjing Chen
The widespread deployment of large vision models such as Stable Diffusion raises significant legal and ethical concerns, as these models can memorize and reproduce copyrighted cont…
cs.CV2025
VCE: Safe Autoregressive Image Generation via Visual Contrast Exploitation
Feng Han, Chao Gong, Zhipeng Wei +2
Recently, autoregressive image generation models have wowed audiences with their remarkable capability in creating surprisingly realistic images. Models such as GPT-4o and LlamaGen…
cs.CV2025
DuMo: Dual Encoder Modulation Network for Precise Concept Erasure
Feng Han, Kai Chen, Chao Gong +3
The exceptional generative capability of text-to-image models has raised substantial safety concerns regarding the generation of Not-Safe-For-Work (NSFW) content and potential copy…