Search Results for author: Yibo Miao

Found 4 papers, 2 papers with code

Efficient Black-box Adversarial Attacks via Bayesian Optimization Guided by a Function Prior

1 code implementation29 May 2024 Shuyu Cheng, Yibo Miao, Yinpeng Dong, Xiao Yang, Xiao-Shan Gao, Jun Zhu

In this paper, we propose a Prior-guided Bayesian Optimization (P-BO) algorithm that leverages the surrogate model as a global function prior in black-box adversarial attacks.

Efficient Detection of LLM-generated Texts with a Bayesian Surrogate Model

no code implementations26 May 2023 Yibo Miao, Hongcheng Gao, Hao Zhang, Zhijie Deng

The detection of machine-generated text, especially from large language models (LLMs), is crucial in preventing serious social problems resulting from their misuse.

Isometric 3D Adversarial Examples in the Physical World

no code implementations27 Oct 2022 Yibo Miao, Yinpeng Dong, Jun Zhu, Xiao-Shan Gao

For naturalness, we constrain the adversarial example to be $\epsilon$-isometric to the original one by adopting the Gaussian curvature as a surrogate metric guaranteed by a theoretical analysis.

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