2 papers
cs.CR2024
LOCKEY: A Novel Approach to Model Authentication and Deepfake Tracking
Mayank Kumar Singh, Naoya Takahashi, Wei-Hsiang Liao +1
This paper presents a novel approach to deter unauthorized deepfakes and enable user tracking in generative models, even when the user has full access to the model parameters, by i…
cs.LG2023
Manifold Preserving Guided Diffusion
Yutong He, Naoki Murata, Chieh-Hsin Lai +8
Despite the recent advancements, conditional image generation still faces challenges of cost, generalizability, and the need for task-specific training. In this paper, we propose M…