The Hitchhiker's Guide to Program Analysis: A Journey with Large
Language Models

The Hitchhiker's Guide to Program Analysis: A Journey with Large Language Models

1 August 2023

Papers citing "The Hitchhiker's Guide to Program Analysis: A Journey with Large Language Models"

17 / 17 papers shown

Title
Automatically Generating Rules of Malicious Software Packages via Large Language Model XiangRui Zhang HaoYu Chen YongZhong He Wenjia Niu Qiang Li 35 0 0 24 Apr 2025
A Contemporary Survey of Large Language Model Assisted Program Analysis Jiayimei Wang Tao Ni Wei-Bin Lee Qingchuan Zhao 41 5 0 05 Feb 2025
Co-Learning: Code Learning for Multi-Agent Reinforcement Collaborative Framework with Conversational Natural Language Interfaces Jiapeng Yu Yuqian Wu Yajing Zhan Wenhao Guo Zhou Xu Raymond S. T. Lee LLMAG 33 2 0 02 Sep 2024
From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future Haolin Jin Linghan Huang Haipeng Cai Jun Yan Bo Li Huaming Chen 71 24 0 05 Aug 2024
Tactics, Techniques, and Procedures (TTPs) in Interpreted Malware: A Zero-Shot Generation with Large Language Models Ying Zhang Xiaoyan Zhou Hui Wen Wenjia Niu Jiqiang Liu Haining Wang Qiang Li 25 2 0 11 Jul 2024
Efficacy of Various Large Language Models in Generating Smart Contracts Siddhartha Chatterjee B. Ramamurthy 26 3 0 28 Jun 2024
Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG Xueying Du Geng Zheng Kaixin Wang Jiayi Feng Wentai Deng Mingwei Liu Bihuan Chen Xin Peng Tao Ma Yiling Lou 25 30 0 17 Jun 2024
When LLMs Meet Cybersecurity: A Systematic Literature Review Jie Zhang Haoyu Bu Hui Wen Yu Chen Lun Li Hongsong Zhu 26 36 0 06 May 2024
Chain-of-Thought Prompting of Large Language Models for Discovering and Fixing Software Vulnerabilities Yu Nong Mohammed Aldeen Long Cheng Hongxin Hu Feng Chen Haipeng Cai LRM 26 27 0 27 Feb 2024
Computational Experiments Meet Large Language Model Based Agents: A Survey and Perspective Qun Ma Xiao Xue Deyu Zhou Xiangning Yu Donghua Liu ... Yifan Shen Peilin Ji Juanjuan Li Gang Wang Wanpeng Ma AI4CE LM&Ro LLMAG 13 6 0 01 Feb 2024
LLM4Fuzz: Guided Fuzzing of Smart Contracts with Large Language Models Chaofan Shou Jing Liu Doudou Lu Koushik Sen 36 13 0 20 Jan 2024
How Far Have We Gone in Vulnerability Detection Using Large Language Models Zeyu Gao Hao Wang Yuchen Zhou Wenyu Zhu Chao Zhang 24 17 0 21 Nov 2023
A Survey on Large Language Model based Autonomous Agents Lei Wang Chengbang Ma Xueyang Feng Zeyu Zhang Hao-ran Yang ... Xu Chen Yankai Lin Wayne Xin Zhao Zhewei Wei Ji-Rong Wen LLMAG AI4CE LM&Ro 41 1,112 0 22 Aug 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 233 2,477 0 06 Oct 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 308 11,909 0 04 Mar 2022
A Systematic Evaluation of Large Language Models of Code Frank F. Xu Uri Alon Graham Neubig Vincent J. Hellendoorn ELM ALM 202 630 0 26 Feb 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 323 8,448 0 28 Jan 2022