When Robots Obey the Patch: Universal Transferable Patch Attacks on Vision-Language-Action Models

作者：Hui Lu, Yi Yu, Yiming Yang, Chenyu Yi, Qixin Zhang, Bingquan Shen, Alex C. Kot, Xudong Jiang · 单位：ROSE Lab, Interdisciplinary Graduate Programme, Nanyang Technological University, ROSE Lab, School of Electrical and Electronic Engineering, Nanyang Technological University, CCDS, Nanyang Technological University, DSO National Laboratories · 会议/期刊：CVPR 2026 · 日期：2025-11-26 · 来源：Low-Level Learning-Based Action Modelling / Input Modelling / 2D Vision Language Action Models with Robustness / Attack