MathAttack: Attacking Large Language Models Towards Math Solving Ability

MathAttack: Attacking Large Language Models Towards Math Solving Ability

4 September 2023

Kaizhu Huang

Papers citing "MathAttack: Attacking Large Language Models Towards Math Solving Ability"

18 / 18 papers shown

Title
PR-Attack: Coordinated Prompt-RAG Attacks on Retrieval-Augmented Generation in Large Language Models via Bilevel Optimization Yang Jiao X. Wang Kai Yang AAML SILM 31 0 0 10 Apr 2025
J&H: Evaluating the Robustness of Large Language Models Under Knowledge-Injection Attacks in Legal Domain Yiran Hu Huanghai Liu Qingjing Chen Ning Zheng C. Wang Yun Liu Charles L.A. Clarke Weixing Shen AAML AILaw ELM 70 0 0 24 Mar 2025
A Survey on Mathematical Reasoning and Optimization with Large Language Models Ali Forootani OffRL LRM AI4CE 40 0 0 22 Mar 2025
Mathematical Language Models: A Survey W. Liu Hanglei Hu Jie Zhou Yuyang Ding Junsong Li ... Mengliang He Qin Chen Bo Jiang Aimin Zhou Liang He LRM 79 12 0 03 Jan 2025
UTMath: Math Evaluation with Unit Test via Reasoning-to-Coding Thoughts Bo Yang Qingping Yang Runtao Liu Runtao Liu LRM ReLM ELM AIMat 62 1 0 11 Nov 2024
When Not to Answer: Evaluating Prompts on GPT Models for Effective Abstention in Unanswerable Math Word Problems Asir Saadat Tasmia Binte Sogir Md Taukir Azam Chowdhury Syem Aziz 74 1 0 16 Oct 2024
Is Your Model Really A Good Math Reasoner? Evaluating Mathematical Reasoning with Checklist Zihao Zhou Shudong Liu Maizhen Ning Wei Liu Jindong Wang Derek F. Wong Xiaowei Huang Qiufeng Wang Kaizhu Huang ELM LRM 61 23 0 11 Jul 2024
Goal-guided Generative Prompt Injection Attack on Large Language Models Chong Zhang Mingyu Jin Qinkai Yu Chengzhi Liu Haochen Xue Xiaobo Jin AAML SILM 34 9 0 06 Apr 2024
Review of Generative AI Methods in Cybersecurity Yagmur Yigit William J. Buchanan Madjid G Tehrani Leandros A. Maglaras AAML 35 18 0 13 Mar 2024
GSM-Plus: A Comprehensive Benchmark for Evaluating the Robustness of LLMs as Mathematical Problem Solvers Qintong Li Leyang Cui Xueliang Zhao Lingpeng Kong Wei Bi LRM 35 46 0 29 Feb 2024
Adversarial Math Word Problem Generation Roy Xie Chengxuan Huang Junlin Wang Bhuwan Dhingra AAML 28 1 0 27 Feb 2024
Round Trip Translation Defence against Large Language Model Jailbreaking Attacks Canaan Yung H. M. Dolatabadi S. Erfani Christopher Leckie AAML 56 5 0 21 Feb 2024
Large Language Models for Mathematical Reasoning: Progresses and Challenges Janice Ahn Rishu Verma Renze Lou Di Liu Rui Zhang Wenpeng Yin LRM 36 115 0 31 Jan 2024
Evaluating LLMs' Mathematical and Coding Competency through Ontology-guided Interventions Pengfei Hong Navonil Majumder Deepanway Ghosal Somak Aditya Rada Mihalcea Soujanya Poria LRM 40 4 0 17 Jan 2024
Complexity-Based Prompting for Multi-Step Reasoning Yao Fu Hao-Chun Peng Ashish Sabharwal Peter Clark Tushar Khot ReLM LRM 162 411 0 03 Oct 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 4,048 0 24 May 2022
A Survey of Robust Adversarial Training in Pattern Recognition: Fundamental, Theory, and Methodologies Zhuang Qian Kaizhu Huang Qiufeng Wang Xu-Yao Zhang OOD AAML ObjD 47 71 0 26 Mar 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 315 8,402 0 28 Jan 2022