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Evaluating the Robustness of Multimodal Agents Against Active Environmental Injection Attacks

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Evaluating the Robustness of Multimodal Agents Against Active Environmental Injection Attacks

18 February 2025

Juncheng Billy Li

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Papers citing "Evaluating the Robustness of Multimodal Agents Against Active Environmental Injection Attacks"

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Title
Agentic AI Security: Threats, Defenses, Evaluation, and Open Challenges Shrestha Datta Shahriar Kabir Nahin Anshuman Chhabra P. Mohapatra LLMAG LM&Ro 163 0 0 27 Oct 2025
GhostEI-Bench: Do Mobile Agents Resilience to Environmental Injection in Dynamic On-Device Environments? Chiyu Chen Xinhao Song Yunkai Chai Yang Yao Haodong Zhao Lijun Li Jie Li Yan Teng Gongshen Liu Y. Wang AAML LLMAG 112 0 0 23 Oct 2025
Are Large Language Models Sensitive to the Motives Behind Communication? Addison J. Wu Ryan Liu Kerem Oktar T. Sumers Thomas L. Griffiths 72 0 0 22 Oct 2025
GUI-PRA: Process Reward Agent for GUI Tasks Tao Xiong Xavier Hu Yurun Chen Yuhang Liu Changqiao Wu Pengzhi Gao Wei Liu Jian Luan Shengyu Zhang LLMAG 149 0 0 27 Sep 2025
HarmonyGuard: Toward Safety and Utility in Web Agents via Adaptive Policy Enhancement and Dual-Objective Optimization Yurun Chen Xavier Hu Y. Liu Keting Yin Juncheng Billy Li Zhuosheng Zhang Shengyu Zhang LLMAG 80 5 0 06 Aug 2025
Superplatforms Have to Attack AI Agents Jianghao Lin Jiachen Zhu Zheli Zhou Yunjia Xi Weiwen Liu Yong Yu Weinan Zhang AAML 139 0 0 23 May 2025
InfiGUIAgent: A Multimodal Generalist GUI Agent with Native Reasoning and Reflection Yunxing Liu Pengxiang Li Zishu Wei C. Xie Xueyu Hu Xinchen Xu Shengyu Zhang Xiaotian Han Hongxia Yang Leilei Gan LLMAG LRM 258 42 0 08 Jan 2025
Attacking Vision-Language Computer Agents via Pop-upsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Yanzhe Zhang Tao Yu Diyi Yang AAML VLM 318 68 0 04 Nov 2024