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Ximin Zhang

Zhejiang University of Technology

China

SCHOLARLY PAPERS

2

DOWNLOADS

56

TOTAL CITATIONS

0

Scholarly Papers (2)

One Subspace to Fool Them All: A Unified Black-box Attack on Perception Models in Embodied Intelligence

Number of pages: 47 Posted: 09 Dec 2025 Last Revised: 16 Jan 2026
Ximin Zhang, Jinyin Chen, Haibin Zheng and Zhuo Zhao
Zhejiang University of Technology, Zhejiang University of Technology, Zhejiang University of Technology and Zhejiang University of Technology
Downloads 31 (1,356,108)

Abstract:

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Embodied intelligence security, black-box physical adversarial attack, adversarial subspace, LVLMs

One Subspace to Fool Them All: A Unified Black-box Attack on Perception Models in Embodied Intelligence

Number of pages: 47 Posted: 09 Dec 2025
Ximin Zhang, Jinyin Chen, Haibin Zheng and Zhuo Zhao
Zhejiang University of Technology, Zhejiang University of Technology, Zhejiang University of Technology and Zhejiang University of Technology
Downloads 15 (1,559,710)

Abstract:

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Embodied intelligence security, black-box physical adversarial attack, adversarial subspace, LVLMs

2.

CausalAttack: Real-time Light-based Physical Adversarial Attack via Interpretable Causal Reasoning for DNNs

Number of pages: 34 Posted: 20 Mar 2026
Zhejiang University of Technology, Zhejiang University of Technology, National University of Defense Technology, Zhejiang University of Technology and National University of Defense Technology
Downloads 10 (1,555,090)

Abstract:

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real-time physical adversarial attack, light-based attack, Causal reasoning, dynamic generalization