Search Results for author: BoYang Zheng

Found 2 papers, 1 papers with code

Improving Adversarial Attacks on Latent Diffusion Model

1 code implementation7 Oct 2023 BoYang Zheng, Chumeng Liang, Xiaoyu Wu, Yan Liu

We show that these attacks add an extra error to the score function of adversarial examples predicted by LDM.

Adversarial Attack Image Generation +1

Latent Magic: An Investigation into Adversarial Examples Crafted in the Semantic Latent Space

no code implementations22 May 2023 BoYang Zheng

To efficiently and accurately evaluate the adversarial examples crafted in the latent space, we purpose \textbf{a novel evaluation matric} based on SSIM\cite{SSIM} loss and fool rate. Additionally, we explain why FID\cite{FID} is not suitable for measuring such adversarial examples.

Adversarial Attack SSIM

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