4 papers
SafeCtrl: Region-Aware Safety Control for Text-to-Image Diffusion via Detect-Then-Suppress
Lingyun Zhang, Yu Xie, Zhongli Fang +2
The widespread deployment of text-to-image diffusion models is significantly challenged by the generation of visually harmful content, such as sexually explicit content, violence,…
IdentityGuard: Context-Aware Restriction and Provenance for Personalized Synthesis
Lingyun Zhang, Yu Xie, Ping Chen
The nature of personalized text-to-image models poses a unique safety challenge that generic context-blind methods are ill-equipped to handle. Such global filters create a dilemma:…
SafeCtrl: Region-Based Safety Control for Text-to-Image Diffusion via Detect-Then-Suppress
Lingyun Zhang, Yu Xie, Yanwei Fu +1
The widespread deployment of text-to-image models is challenged by their potential to generate harmful content. While existing safety methods, such as prompt rewriting or model fin…
RoSMM: A Robust and Secure Multi-Modal Watermarking Framework for Diffusion Models
ZhongLi Fang, Yu Xie, Ping Chen
Current image watermarking technologies are predominantly categorized into text watermarking techniques and image steganography; however, few methods can simultaneously handle text…