Search Results for author: RuiPeng Ma

Found 2 papers, 1 papers with code

Exposing the Fake: Effective Diffusion-Generated Images Detection

no code implementations12 Jul 2023 RuiPeng Ma, Jinhao Duan, Fei Kong, Xiaoshuang Shi, Kaidi Xu

Image synthesis has seen significant advancements with the advent of diffusion-based generative models like Denoising Diffusion Probabilistic Models (DDPM) and text-to-image diffusion models.

Denoising Image Generation

An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization

1 code implementation26 May 2023 Fei Kong, Jinhao Duan, RuiPeng Ma, HengTao Shen, Xiaofeng Zhu, Xiaoshuang Shi, Kaidi Xu

Therefore, we also explore the robustness of diffusion models to MIA in the text-to-speech (TTS) task, which is an audio generation task.

Audio Generation Inference Attack +1

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