Gaming Tool Preferences in Agentic LLMs

23 May 2025

Papers citing "Gaming Tool Preferences in Agentic LLMs"

11 / 11 papers shown

Title
Prompt Injection Attack to Tool Selection in LLM Agents Jiawen Shi Zenghui Yuan Guiyao Tie Pan Zhou Neil Zhenqiang Gong Lichao Sun LLMAG 113 4 0 28 Apr 2025
APIGen-MT: Agentic Pipeline for Multi-Turn Data Generation via Simulated Agent-Human Interplay Akshara Prabhakar Ziqiang Liu Weiran Yao Jianguo Zhang Ming Zhu ... Juan Carlos Niebles Shelby Heinecke Han Wang Siyang Song Caiming Xiong VGen 140 11 0 04 Apr 2025
Hammer: Robust Function-Calling for On-Device Language Models via Function Masking Qiqiang Lin Muning Wen Qiuying Peng Guanyu Nie Junwei Liao ... Jiamu Zhou Cheng Cheng Yin Zhao Jun Wang Weinan Zhang 76 21 0 06 Oct 2024
InjecAgent: Benchmarking Indirect Prompt Injections in Tool-Integrated Large Language Model Agents Qiusi Zhan Zhixiang Liang Zifan Ying Daniel Kang LLMAG 123 103 0 05 Mar 2024
ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs Yujia Qin Shi Liang Yining Ye Kunlun Zhu Lan Yan ... Jie Zhou Mark B. Gerstein Dahai Li Zhiyuan Liu Maosong Sun CLL ALM LLMAG ELM LM&MA 190 709 0 31 Jul 2023
Gorilla: Large Language Model Connected with Massive APIs Shishir G. Patil Tianjun Zhang Xin Wang Joseph E. Gonzalez ELM CLL ALM SyDa 93 568 0 24 May 2023
TaskMatrix.AI: Completing Tasks by Connecting Foundation Models with Millions of APIs Yaobo Liang Chenfei Wu Ting Song Wenshan Wu Yan Xia ... Shaoguang Mao Yuntao Wang Linjun Shou Ming Gong Nan Duan LLMAG CLL 79 205 0 29 Mar 2023
Not what you've signed up for: Compromising Real-World LLM-Integrated Applications with Indirect Prompt Injection Kai Greshake Sahar Abdelnabi Shailesh Mishra C. Endres Thorsten Holz Mario Fritz SILM 139 498 0 23 Feb 2023
Toolformer: Language Models Can Teach Themselves to Use Tools Timo Schick Jane Dwivedi-Yu Roberto Dessì Roberta Raileanu Maria Lomeli Luke Zettlemoyer Nicola Cancedda Thomas Scialom SyDa RALM 167 1,772 0 09 Feb 2023
Ignore Previous Prompt: Attack Techniques For Language Models Fábio Perez Ian Ribeiro SILM 104 450 0 17 Nov 2022
Evaluating the Susceptibility of Pre-Trained Language Models via Handcrafted Adversarial Examples Hezekiah J. Branch Jonathan Rodriguez Cefalu Jeremy McHugh Leyla Hujer Aditya Bahl Daniel del Castillo Iglesias Ron Heichman Ramesh Darwishi ELM SILM AAML 59 54 0 05 Sep 2022