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A Practical Memory Injection Attack against LLM Agents

5 March 2025

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Papers citing "A Practical Memory Injection Attack against LLM Agents"

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Title
Episodic memory in AI agents poses risks that should be studied and mitigated Chad DeChant 120 3 0 20 Jan 2025
On the Structural Memory of LLM Agents Ruihong Zeng Jinyuan Fang Siwei Liu Zaiqiao Meng LLMAG KELM 133 6 0 17 Dec 2024
MapCoder: Multi-Agent Code Generation for Competitive Problem Solving Md. Ashraful Islam Mohammed Eunus Ali Md. Rizwan Parvez SyDa 83 66 0 18 May 2024
Personalized Autonomous Driving with Large Language Models: Field Experiments Can Cui Zichong Yang Yupeng Zhou Yunsheng Ma Juanwu Lu Lingxi Li Yaobin Chen Jitesh Panchal Ziran Wang 94 19 0 14 Dec 2023
Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations Hakan Inan Kartikeya Upasani Jianfeng Chi Rashi Rungta Krithika Iyer ... Michael Tontchev Qing Hu Brian Fuller Davide Testuggine Madian Khabsa AI4MH 159 447 0 07 Dec 2023
Conversational Health Agents: A Personalized LLM-Powered Agent Framework Mahyar Abbasian Iman Azimi Amir M. Rahmani Ramesh C. Jain AI4CE LM&MA 118 79 0 03 Oct 2023
The Rise and Potential of Large Language Model Based Agents: A Survey Zhiheng Xi Wenxiang Chen Xin Guo Wei He Yiwen Ding ... Wenjuan Qin Yongyan Zheng Xipeng Qiu Xuanjing Huan Tao Gui LM&MA LM&Ro 3DV AI4CE 112 934 0 14 Sep 2023
ExpeL: LLM Agents Are Experiential Learners Andrew Zhao Daniel Huang Quentin Xu Matthieu Lin Yang Liu Gao Huang LLMAG 101 215 0 20 Aug 2023
WebArena: A Realistic Web Environment for Building Autonomous Agents Shuyan Zhou Frank F. Xu Hao Zhu Xuhui Zhou Robert Lo ... Tianyue Ou Yonatan Bisk Daniel Fried Uri Alon Graham Neubig LLMAG 176 480 0 25 Jul 2023
WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents Shunyu Yao Howard Chen John Yang Karthik Narasimhan LLMAG LM&Ro 159 514 0 04 Jul 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 817 9,576 0 28 Jan 2022
Trojaning Language Models for Fun and Profit Xinyang Zhang Zheng Zhang Shouling Ji Ting Wang SILM AAML 65 139 0 01 Aug 2020
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval Lee Xiong Chenyan Xiong Ye Li Kwok-Fung Tang Jialin Liu Paul N. Bennett Junaid Ahmed Arnold Overwijk 139 1,231 0 01 Jul 2020
REALM: Retrieval-Augmented Language Model Pre-Training Kelvin Guu Kenton Lee Zora Tung Panupong Pasupat Ming-Wei Chang RALM 137 2,114 0 10 Feb 2020
Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning Xinyun Chen Chang-rui Liu Yue Liu Kimberly Lu Basel Alomair AAML SILM 143 1,840 0 15 Dec 2017