Examining Zero-Shot Vulnerability Repair with Large Language Models

3 December 2021

Papers citing "Examining Zero-Shot Vulnerability Repair with Large Language Models"

50 / 93 papers shown

Title
Assessing and Enhancing the Robustness of LLM-based Multi-Agent Systems Through Chaos Engineering Joshua Owotogbe LLMAG 62 0 0 06 May 2025
Llama-3.1-FoundationAI-SecurityLLM-Base-8B Technical Report Paul Kassianik Baturay Saglam Alexander Chen Blaine Nelson Anu Vellore ... Hyrum Anderson Kojin Oshiba Omar Santos Yaron Singer Amin Karbasi PILM 66 0 0 28 Apr 2025
Automatically Generating Rules of Malicious Software Packages via Large Language Model XiangRui Zhang HaoYu Chen YongZhong He Wenjia Niu Qiang Li 37 0 0 24 Apr 2025
Frontier AI's Impact on the Cybersecurity Landscape Wenbo Guo Yujin Potter Tianneng Shi Zhun Wang Andy Zhang Dawn Song 52 2 0 07 Apr 2025
Large Language Models-Aided Program Debloating Bo Lin Shangwen Wang Yihao Qin Liqian Chen Xiaoguang Mao 55 0 0 12 Mar 2025
Cyber Defense Reinvented: Large Language Models as Threat Intelligence Copilots Xiaoqun Liu Jiacheng Liang Qiben Yan Muchao Ye Jinyuan Jia Zhaohan Xi Jinyuan Jia Zhaohan Xi 56 0 0 28 Feb 2025
SoK: Towards Effective Automated Vulnerability Repair Ying Li Faysal hossain shezan Bomin wei Gang Wang Yuan Tian 120 1 0 31 Jan 2025
Demystifying OS Kernel Fuzzing with a Novel Taxonomy Jiacheng Xu He Sun Shihao Jiang Qinying Wang Mingming Zhang ... Kaiwen Shen Peng Cheng Jiming Chen Charles Zhang S. Ji 173 0 0 28 Jan 2025
Logic Meets Magic: LLMs Cracking Smart Contract Vulnerabilities ZeKe Xiao Qin Wang Hammond Pearce Shiping Chen 42 1 0 13 Jan 2025
RAPGen: An Approach for Fixing Code Inefficiencies in Zero-Shot Spandan Garg Roshanak Zilouchian Moghaddam Neel Sundaresan 64 9 0 10 Jan 2025
MoPD: Mixture-of-Prompts Distillation for Vision-Language Models Yang Chen Shuai Fu Yu Zhang VLM 44 0 0 26 Dec 2024
Optimizing AI-Assisted Code Generation Simon Torka Sahin Albayrak 75 0 0 14 Dec 2024
An Efficient Matrix Multiplication Algorithm for Accelerating Inference in Binary and Ternary Neural Networks Mohsen Dehghankar Mahdi Erfanian Abolfazl Asudeh 35 0 0 10 Nov 2024
Code Vulnerability Repair with Large Language Model using Context-Aware Prompt Tuning Arshiya Khan Guannan Liu Xing Gao KELM 36 1 0 27 Sep 2024
Location is Key: Leveraging Large Language Model for Functional Bug Localization in Verilog Bingkun Yao N. Wang Jie Zhou Xi Wang Hong Gao Zhe Jiang Nan Guan 23 2 0 23 Sep 2024
Practically implementing an LLM-supported collaborative vulnerability remediation process: a team-based approach Xiaoqing Wang Yuanjing Tian Keman Huang Bin Liang 34 1 0 21 Sep 2024
Contextualized AI for Cyber Defense: An Automated Survey using LLMs Christoforus Yoga Haryanto Anne Maria Elvira Trung Duc Nguyen Minh Hieu Vu Yoshiano Hartanto Emily Lomempow Arathi Arakala 38 0 0 20 Sep 2024
AutoSafeCoder: A Multi-Agent Framework for Securing LLM Code Generation through Static Analysis and Fuzz Testing Ana Nunez Nafis Tanveer Islam S. Jha Peyman Najafirad LLMAG 28 6 0 16 Sep 2024
The Midas Touch: Triggering the Capability of LLMs for RM-API Misuse Detection Yi Yang Jinghua Liu Kai Chen Miaoqian Lin 28 0 0 14 Sep 2024
Hacking, The Lazy Way: LLM Augmented Pentesting Dhruva Goyal Sitaraman Subramanian Aditya Peela Nisha P. Shetty 34 7 0 14 Sep 2024
How Does Code Pretraining Affect Language Model Task Performance? Jackson Petty Sjoerd van Steenkiste Tal Linzen 68 8 0 06 Sep 2024
Enhancing Source Code Security with LLMs: Demystifying The Challenges and Generating Reliable Repairs Nafis Tanveer Islam Joseph Khoury Andrew Seong E. Bou-Harb Peyman Najafirad AAML 38 3 0 01 Sep 2024
Unintentional Security Flaws in Code: Automated Defense via Root Cause Analysis Nafis Tanveer Islam Mazal Bethany Dylan Manuel Murtuza Jadliwala Peyman Najafirad 33 0 0 30 Aug 2024
Automated Software Vulnerability Static Code Analysis Using Generative Pre-Trained Transformer Models Elijah Pelofske Vincent Urias L. Liebrock 46 1 0 31 Jul 2024
EaTVul: ChatGPT-based Evasion Attack Against Software Vulnerability Detection Shigang Liu Di Cao Junae Kim Tamas Abraham Paul Montague S. Çamtepe Jun Zhang Yang Xiang AAML 44 1 0 27 Jul 2024
Disassembling Obfuscated Executables with LLM Huanyao Rong Yue Duan Hang Zhang XiaoFeng Wang Hongbo Chen Shengchen Duan Shen Wang 42 5 0 12 Jul 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 38 3 0 11 Jul 2024
Can We Trust Large Language Models Generated Code? A Framework for In-Context Learning, Security Patterns, and Code Evaluations Across Diverse LLMs Ahmad Mohsin Helge Janicke Adrian Wood Iqbal H. Sarker Leandros A. Maglaras N. Janjua 35 9 0 18 Jun 2024
From Computational to Conversational Notebooks Thomas Weber Sven Mayer 19 1 0 15 Jun 2024
Robustifying Safety-Aligned Large Language Models through Clean Data Curation Xiaoqun Liu Jiacheng Liang Muchao Ye Zhaohan Xi AAML 53 18 0 24 May 2024
LLMs and the Future of Chip Design: Unveiling Security Risks and Building Trust Zeng Wang Lilas Alrahis Likhitha Mankali J. Knechtel Ozgur Sinanoglu 46 9 0 11 May 2024
Large Language Models for Cyber Security: A Systematic Literature Review HanXiang Xu Shenao Wang Ningke Li Kaidi Wang Yanjie Zhao Kai Chen Ting Yu Yang Liu Haoyu Wang 37 23 0 08 May 2024
When LLMs Meet Cybersecurity: A Systematic Literature Review Jie Zhang Haoyu Bu Hui Wen Yu Chen Lun Li Hongsong Zhu 45 36 0 06 May 2024
PropertyGPT: LLM-driven Formal Verification of Smart Contracts through Retrieval-Augmented Property Generation Ye Liu Yue Xue Daoyuan Wu Yuqiang Sun Yi Li Miaolei Shi Yang Liu 47 22 0 04 May 2024
WitheredLeaf: Finding Entity-Inconsistency Bugs with LLMs Hongbo Chen Yifan Zhang Xing Han Huanyao Rong Yuheng Zhang Tianhao Mao Hang Zhang Xiaofeng Wang Luyi Xing Xun Chen 43 3 0 02 May 2024
Constrained Decoding for Secure Code Generation Yanjun Fu Ethan Baker Yu Ding Yizheng Chen AAML 40 8 0 30 Apr 2024
Research and application of artificial intelligence based webshell detection model: A literature review Mingrui Ma Lansheng Han Chunjie Zhou 81 2 0 28 Apr 2024
Automated Creation of Source Code Variants of a Cryptographic Hash Function Implementation Using Generative Pre-Trained Transformer Models Elijah Pelofske Vincent Urias L. Liebrock 35 0 0 24 Apr 2024
LLMs for Cyber Security: New Opportunities D. Divakaran Sai Teja Peddinti 24 11 0 17 Apr 2024
GUARD-D-LLM: An LLM-Based Risk Assessment Engine for the Downstream uses of LLMs Sundaraparipurnan Narayanan Sandeep Vishwakarma 42 3 0 02 Apr 2024
An Empirical Study of Automated Vulnerability Localization with Large Language Models Jian Zhang Chong Wang Anran Li Weisong Sun Cen Zhang Wei Ma Yang Liu 39 17 0 30 Mar 2024
Depending on yourself when you should: Mentoring LLM with RL agents to become the master in cybersecurity games Yikuan Yan Yaolun Zhang Keman Huang 37 10 0 26 Mar 2024
A New Era in LLM Security: Exploring Security Concerns in Real-World LLM-based Systems Fangzhou Wu Ning Zhang Somesh Jha P. McDaniel Chaowei Xiao 34 68 0 28 Feb 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
A Survey of Large Language Models in Cybersecurity Gabriel de Jesus Coelho da Silva Carlos Becker Westphall 37 6 0 26 Feb 2024
WIPI: A New Web Threat for LLM-Driven Web Agents Fangzhou Wu Shutong Wu Yulong Cao Chaowei Xiao LLMAG 34 20 0 26 Feb 2024
Large Language Models are Few-shot Generators: Proposing Hybrid Prompt Algorithm To Generate Webshell Escape Samples Mingrui Ma Lansheng Han Chunjie Zhou SILM AAML 75 1 0 12 Feb 2024
CigaR: Cost-efficient Program Repair with LLMs Dávid Hidvégi K. Etemadi Sofia Bobadilla Martin Monperrus 28 20 0 09 Feb 2024
Large Language Models in Cybersecurity: State-of-the-Art Farzad Nourmohammadzadeh Motlagh Mehrdad Hajizadeh Mehryar Majd Pejman Najafi Feng Cheng Christoph Meinel ELM 49 43 0 30 Jan 2024
LLM4Vuln: A Unified Evaluation Framework for Decoupling and Enhancing LLMs' Vulnerability Reasoning Yuqiang Sun Daoyuan Wu Yue Xue Han Liu Wei Ma Lyuye Zhang Miaolei Shi Yingjiu Li ELM 84 47 0 29 Jan 2024