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From Assistants to Adversaries: Exploring the Security Risks of Mobile LLM Agents

19 May 2025

Papers citing "From Assistants to Adversaries: Exploring the Security Risks of Mobile LLM Agents"

34 / 34 papers shown

Title
Towards Action Hijacking of Large Language Model-based Agent Yuyang Zhang Kangjie Chen Xudong Jiang Yuxiang Sun Run Wang Lina Wang Tianwei Zhang LLMAG AAML 178 0 0 14 Dec 2024
Sycophancy in Large Language Models: Causes and Mitigations Lars Malmqvist 126 19 0 22 Nov 2024
GUI Agents with Foundation Models: A Comprehensive Survey Shuai Wang Wen Liu Jingxuan Chen Weinan Gan Xingshan Zeng ... Bin Wang Chuhan Wu Yasheng Wang Ruiming Tang Jianye Hao LLMAG 133 27 0 07 Nov 2024
Foundations and Recent Trends in Multimodal Mobile Agents: A Survey Biao Wu Yanda Li Meng Fang Zirui Song Zhiwei Zhang LM&Ro LLMAG OffRL AI4TS 72 7 0 04 Nov 2024
AutoGLM: Autonomous Foundation Agents for GUIs Xiao Liu Bo Qin Dongzhu Liang Guang Dong Hanyu Lai ... Yujia Wang Yongjun Xu Zehan Qi Yuxiao Dong Jie Tang LLMAG 118 23 0 28 Oct 2024
AppAgent v2: Advanced Agent for Flexible Mobile Interactions Yanda Li Chi Zhang Wanqi Yang Bin-Bin Fu Pei Cheng Xin Chen Ling Chen Yunchao Wei LLMAG LM&Ro 101 27 0 05 Aug 2024
Jailbreak Attacks and Defenses Against Large Language Models: A Survey Sibo Yi Yule Liu Zhen Sun Tianshuo Cong Xinlei He Jiaxing Song Ke Xu Qi Li AAML 118 111 0 05 Jul 2024
Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents Shihan Deng Weikai Xu Hongda Sun Wei Liu Tao Tan ... Ang Li Jian Luan Bin Wang Rui Yan Shuo Shang LLMAG 91 21 0 01 Jul 2024
MobileAgentBench: An Efficient and User-Friendly Benchmark for Mobile LLM Agents Luyuan Wang Yongyu Deng Yiwei Zha Guodong Mao Qinmin Wang Tianchen Min Wei Chen Shoufa Chen LLMAG 89 25 0 12 Jun 2024
An LLM-Assisted Easy-to-Trigger Backdoor Attack on Code Completion Models: Injecting Disguised Vulnerabilities against Strong Detection Shenao Yan Shen Wang Yue Duan Hanbin Hong Kiho Lee Doowon Kim Yuan Hong AAML SILM 76 26 0 10 Jun 2024
Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration Junyang Wang Haiyang Xu Haitao Jia Xi Zhang Ming Yan Weizhou Shen Ji Zhang Fei Huang Jitao Sang LM&Ro LLMAG 118 75 0 03 Jun 2024
Glitch Tokens in Large Language Models: Categorization Taxonomy and Effective Detection Yuxi Li Yi Liu Gelei Deng Ying Zhang Wenjia Song Ling Shi Kailong Wang Yuekang Li Yang Liu Haoyu Wang 110 22 0 15 Apr 2024
Learn to Disguise: Avoid Refusal Responses in LLM's Defense via a Multi-agent Attacker-Disguiser Game Qianqiao Xu Zhiliang Tian Hongyan Wu Zhen Huang Yiping Song Feng Liu Dongsheng Li LLMAG AAML 69 3 0 03 Apr 2024
Don't Listen To Me: Understanding and Exploring Jailbreak Prompts of Large Language Models Zhiyuan Yu Xiaogeng Liu Shunning Liang Zach Cameron Chaowei Xiao Ning Zhang 91 53 0 26 Mar 2024
Optimization-based Prompt Injection Attack to LLM-as-a-Judge Jiawen Shi Zenghui Yuan Yinuo Liu Yue Huang Pan Zhou Lichao Sun Neil Zhenqiang Gong AAML 146 57 0 26 Mar 2024
Trial and Error: Exploration-Based Trajectory Optimization for LLM Agents Yifan Song Da Yin Xiang Yue Jie Huang Sujian Li Bill Yuchen Lin 86 82 0 04 Mar 2024
WIPI: A New Web Threat for LLM-Driven Web Agents Fangzhou Wu Shutong Wu Yulong Cao Chaowei Xiao LLMAG 85 28 0 26 Feb 2024
Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents Wenkai Yang Xiaohan Bi Yankai Lin Sishuo Chen Jie Zhou Xu Sun LLMAG AAML 129 71 0 17 Feb 2024
Instruction Backdoor Attacks Against Customized LLMs Rui Zhang Hongwei Li Rui Wen Wenbo Jiang Yuan Zhang Michael Backes Yun Shen Yang Zhang AAML SILM 106 32 0 14 Feb 2024
ScreenAgent: A Vision Language Model-driven Computer Control Agent Runliang Niu Jindong Li Shiqi Wang Yali Fu Xiyu Hu Xueyuan Leng He Kong Yi Chang Qi Wang LLMAG MLLM LM&Ro 122 47 0 09 Feb 2024
UFO: A UI-Focused Agent for Windows OS Interaction Chaoyun Zhang Liqun Li Shilin He Xu Zhang Bo Qiao ... Yu Kang Qingwei Lin Saravan Rajmohan Dongmei Zhang Qi Zhang LLMAG 174 83 0 08 Feb 2024
Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception Junyang Wang Haiyang Xu Jiabo Ye Mingshi Yan Weizhou Shen Ji Zhang Fei Huang Jitao Sang 138 129 0 29 Jan 2024
Towards Understanding Sycophancy in Language Models Mrinank Sharma Meg Tong Tomasz Korbak David Duvenaud Amanda Askell ... Oliver Rausch Nicholas Schiefer Da Yan Miranda Zhang Ethan Perez 364 246 0 20 Oct 2023
Formalizing and Benchmarking Prompt Injection Attacks and Defenses Yupei Liu Yuqi Jia Runpeng Geng Jinyuan Jia Neil Zhenqiang Gong SILM LLMAG 122 97 0 19 Oct 2023
AutoDroid: LLM-powered Task Automation in Android Hao Wen Yuanchun Li Guohong Liu Shanhui Zhao Tao Yu Toby Jia-Jun Li Shiqi Jiang Yunhao Liu Yaqin Zhang Yunxin Liu 107 100 0 29 Aug 2023
Large Language Models for Software Engineering: A Systematic Literature Review Xinying Hou Yanjie Zhao Yue Liu Zhou Yang Kailong Wang Li Li Xiapu Luo David Lo John C. Grundy Haoyu Wang 102 435 0 21 Aug 2023
Simple synthetic data reduces sycophancy in large language models Jerry W. Wei Da Huang Yifeng Lu Denny Zhou Quoc V. Le 109 74 0 07 Aug 2023
"Do Anything Now": Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Models Xinyue Shen Zhenpeng Chen Michael Backes Yun Shen Yang Zhang SILM 163 302 0 07 Aug 2023
Backdooring Instruction-Tuned Large Language Models with Virtual Prompt Injection Jun Yan Vikas Yadav Shiyang Li Lichang Chen Zheng Tang Hai Wang Vijay Srinivasan Xiang Ren Hongxia Jin SILM 96 104 0 31 Jul 2023
Android in the Wild: A Large-Scale Dataset for Android Device Control Christopher Rawles Alice Li Daniel Rodriguez Oriana Riva Timothy Lillicrap LM&Ro 141 169 0 19 Jul 2023
Role-Play with Large Language Models Murray Shanahan Kyle McDonell Laria Reynolds LLMAG 82 301 0 25 May 2023
DroidBot-GPT: GPT-powered UI Automation for Android Hao Wen Hongmin Wang Jiaxuan Liu Yan Liang LM&Ro LM&MA 100 43 0 14 Apr 2023
Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection Shilong Liu Zhaoyang Zeng Tianhe Ren Feng Li Hao Zhang ... Chun-yue Li Jianwei Yang Hang Su Jun Zhu Lei Zhang ObjD 199 2,034 0 09 Mar 2023
Translating Natural Language to Planning Goals with Large-Language Models Yaqi Xie Chenyao Yu Tongyao Zhu Jinbin Bai Ze Gong Harold Soh LM&Ro LRM 85 149 0 10 Feb 2023