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cs.CV2025
Auditing Data Provenance in Real-world Text-to-Image Diffusion Models for Privacy and Copyright Protection
Jie Zhu, Leye Wang
Text-to-image diffusion model since its propose has significantly influenced the content creation due to its impressive generation capability. However, this capability depends on l…
cs.CV2025
A Unified and Scalable Membership Inference Method for Visual Self-supervised Encoder via Part-aware Capability
Jie Zhu, Jirong Zha, Ding Li +1
Self-supervised learning shows promise in harnessing extensive unlabeled data, but it also confronts significant privacy concerns, especially in vision. In this paper, we perform m…