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RRTL: Red Teaming Reasoning Large Language Models in Tool Learning

RRTL: Red Teaming Reasoning Large Language Models in Tool Learning

21 May 2025
Yifei Liu
Yu Cui
Haibin Zhang
    LRM
ArXiv (abs)PDFHTML

Papers citing "RRTL: Red Teaming Reasoning Large Language Models in Tool Learning"

8 / 8 papers shown
A Comprehensive Survey on Trustworthiness in Reasoning with Large Language Models
A Comprehensive Survey on Trustworthiness in Reasoning with Large Language Models
Yanbo Wang
Yongcan Yu
Jian Liang
Ran He
HILMLRM
205
6
0
04 Sep 2025
Reasoning Models Don't Always Say What They Think
Reasoning Models Don't Always Say What They Think
Yanda Chen
Joe Benton
Ansh Radhakrishnan
Jonathan Uesato
Carson E. Denison
...
Vlad Mikulik
Samuel R. Bowman
Jan Leike
Jared Kaplan
E. Perez
ReLMLRM
468
184
1
08 May 2025
When2Call: When (not) to Call Tools
When2Call: When (not) to Call ToolsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025
Hayley Ross
Ameya Sunil Mahabaleshwarkar
Yoshi Suhara
444
9
0
26 Apr 2025
ShadowCoT: Cognitive Hijacking for Stealthy Reasoning Backdoors in LLMs
ShadowCoT: Cognitive Hijacking for Stealthy Reasoning Backdoors in LLMs
Gejian Zhao
Hanzhou Wu
Xinpeng Zhang
Athanasios V. Vasilakos
LRM
282
12
0
08 Apr 2025
Select Me! When You Need a Tool: A Black-box Text Attack on Tool Selection
Select Me! When You Need a Tool: A Black-box Text Attack on Tool Selection
Liuji Chen
Hao Gao
Jinghao Zhang
Sihan Yang
Shu Wu
Liang Wang
AAML
231
1
0
07 Apr 2025
Towards Understanding the Safety Boundaries of DeepSeek Models: Evaluation and Findings
Towards Understanding the Safety Boundaries of DeepSeek Models: Evaluation and Findings
Zonghao Ying
Guangyi Zheng
Yongxin Huang
Deyue Zhang
Wenxin Zhang
Quanchen Zou
Aishan Liu
Xianglong Liu
Dacheng Tao
ELM
298
25
0
19 Mar 2025
Demonstrating specification gaming in reasoning models
Demonstrating specification gaming in reasoning models
Alexander Bondarenko
Denis Volk
Dmitrii Volkov
Jeffrey Ladish
LRMLLMAG
252
25
0
18 Feb 2025
From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions
From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven InteractionsInternational Conference on Learning Representations (ICLR), 2024
Changle Qu
Sunhao Dai
Xiaochi Wei
Hengyi Cai
Shuaiqiang Wang
D. Yin
Jun Xu
Ji-Rong Wen
355
26
0
10 Oct 2024
1
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