4 papers
CSGuard: Toward Forgery-Resistant Watermarking in Diffusion Models via Compressed Sensing Constraint
Jiewei Lai, Lan Zhang, Chen Tang +4
Latent-based diffusion model watermarking embeds watermarks into generated images' latent space to enable content attribution, offering a training-free solution for intellectual pr…
SIGMark: Scalable In-Generation Watermark with Blind Extraction for Video Diffusion
Xinjie Zhu, Zijing Zhao, Hui Jin +5
Artificial Intelligence Generated Content (AIGC), particularly video generation with diffusion models, has been advanced rapidly. Invisible watermarking is a key technology for pro…
Activation-Space Anchored Access Control for Multi-Class Permission Reasoning in Large Language Models
Zhaopeng Zhang, Pengcheng Sun, Lan Zhang +4
Large language models (LLMs) are increasingly deployed over knowledge bases for efficient knowledge retrieval and question answering. However, LLMs can inadvertently answer beyond…
Invariant-based Robust Weights Watermark for Large Language Models
Qingxiao Guo, Xinjie Zhu, Yilong Ma +4
Watermarking technology has gained significant attention due to the increasing importance of intellectual property (IP) rights, particularly with the growing deployment of large la…