Examining Zero-Shot Vulnerability Repair with Large Language Models

3 December 2021

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

43 / 93 papers shown

Title
LLM4PLC: Harnessing Large Language Models for Verifiable Programming of PLCs in Industrial Control Systems Mohamad Fakih Rahul Dharmaji Yasamin Moghaddas Gustavo Quiros Araya O. Ogundare Mohammad Abdullah Al Faruque 26 15 0 08 Jan 2024
MetaAID 2.5: A Secure Framework for Developing Metaverse Applications via Large Language Models Hongyin Zhu 39 6 0 22 Dec 2023
HW-V2W-Map: Hardware Vulnerability to Weakness Mapping Framework for Root Cause Analysis with GPT-assisted Mitigation Suggestion Yu-Zheng Lin M. Mamun Muhtasim Alam Chowdhury Shuyu Cai Mingyu Zhu ... Avesta Sasan Houman Homayoun S. Rafatirad Pratik Satam Soheil Salehi 32 8 0 21 Dec 2023
Large Language Models Are Zero-Shot Text Classifiers Zhiqiang Wang Yiran Pang Yanbin Lin 18 30 0 02 Dec 2023
Exploring ChatGPT's Capabilities on Vulnerability Management Peiyu Liu Junming Liu Lirong Fu Kangjie Lu Yifan Xia Xuhong Zhang Wenzhi Chen Haiqin Weng Shouling Ji Wenhai Wang 22 13 0 11 Nov 2023
Pitfalls in Language Models for Code Intelligence: A Taxonomy and Survey Xinyu She Yue Liu Yanjie Zhao Yiling He Li Li C. Tantithamthavorn Zhan Qin Haoyu Wang ELM 38 13 0 27 Oct 2023
ChatGPT for Vulnerability Detection, Classification, and Repair: How Far Are We? Michael Fu C. Tantithamthavorn Van Nguyen Trung Le SILM ELM 36 59 0 15 Oct 2023
CoPrompt: Supporting Prompt Sharing and Referring in Collaborative Natural Language Programming Felicia Li Feng Ryan Yen Yuzhe You Mingming Fan Jian Zhao Zhicong Lu 42 17 0 13 Oct 2023
CoLadder: Supporting Programmers with Hierarchical Code Generation in Multi-Level Abstraction Ryan Yen Jiawen Zhu Sangho Suh Haijun Xia Jian Zhao 46 14 0 12 Oct 2023
LLM for SoC Security: A Paradigm Shift Dipayan Saha Shams Tarek Katayoon Yahyaei S. Saha Jingbo Zhou M. Tehranipoor Farimah Farahmandi 63 46 0 09 Oct 2023
Can Large Language Models Provide Security & Privacy Advice? Measuring the Ability of LLMs to Refute Misconceptions Yufan Chen Arjun Arunasalam Z. Berkay Celik 38 34 0 03 Oct 2023
DefectHunter: A Novel LLM-Driven Boosted-Conformer-based Code Vulnerability Detection Mechanism Jin Wang Zishan Huang Hengli Liu Nianyi Yang Yinhao Xiao 38 17 0 27 Sep 2023
Frustrated with Code Quality Issues? LLMs can Help! Nalin Wadhwa Jui Pradhan Atharv Sonwane Surya Prakash Sahu Nagarajan Natarajan Aditya Kanade Suresh Parthasarathy S. Rajamani 35 2 0 22 Sep 2023
ZeroLeak: Using LLMs for Scalable and Cost Effective Side-Channel Patching M. Tol B. Sunar 37 5 0 24 Aug 2023
Out of the Cage: How Stochastic Parrots Win in Cyber Security Environments M. Rigaki Ondrej Lukás C. Catania Sebastian Garcia LLMAG 25 11 0 23 Aug 2023
Large Language Models for Software Engineering: A Systematic Literature Review Xinying Hou Yanjie Zhao Yue Liu Zhou Yang Kailong Wang Li Li Xiapu Luo David Lo John C. Grundy Haoyu Wang 39 324 0 21 Aug 2023
DIVAS: An LLM-based End-to-End Framework for SoC Security Analysis and Policy-based Protection Sudipta Paria Aritra Dasgupta Swarup Bhunia 11 21 0 14 Aug 2023
PentestGPT: An LLM-empowered Automatic Penetration Testing Tool Gelei Deng Yi Liu Víctor Mayoral-Vilches Peng Liu Yuekang Li Yuan Xu Tianwei Zhang Yang Liu M. Pinzger Stefan Rass LLMAG 20 82 0 13 Aug 2023
The Hitchhiker's Guide to Program Analysis: A Journey with Large Language Models Haonan Li Yu Hao Yizhuo Zhai Zhiyun Qian LLMAG 30 25 0 01 Aug 2023
Domain Knowledge Distillation from Large Language Model: An Empirical Study in the Autonomous Driving Domain Yun Tang A. B. D. Costa Jason Zhang Irvine Patrick Siddartha Khastgir P. Jennings ALM 34 19 0 17 Jul 2023
A Lightweight Framework for High-Quality Code Generation Mohammed Latif Siddiq B.K. Casey Joanna C. S. Santos 44 17 0 17 Jul 2023
The FormAI Dataset: Generative AI in Software Security Through the Lens of Formal Verification Norbert Tihanyi Tamás Bisztray Ridhi Jain M. Ferrag Lucas C. Cordeiro Vasileios Mavroeidis 30 38 0 05 Jul 2023
Exploring the Robustness of Large Language Models for Solving Programming Problems Atsushi Shirafuji Yutaka Watanobe Takumi Ito Makoto Morishita Yuki Nakamura Yusuke Oda Jun Suzuki ELM 41 18 0 26 Jun 2023
FLAG: Finding Line Anomalies (in code) with Generative AI Baleegh Ahmad Benjamin Tan Ramesh Karri Hammond Pearce 25 13 0 22 Jun 2023
FlakyFix: Using Large Language Models for Predicting Flaky Test Fix Categories and Test Code Repair Sakina Fatima Hadi Hemmati Lionel C. Briand 34 4 0 21 Jun 2023
Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey Chen Ling Xujiang Zhao Jiaying Lu Chengyuan Deng Can Zheng ... Chris White Quanquan Gu Jian Pei Carl Yang Liang Zhao ALM 33 126 0 30 May 2023
How Effective Are Neural Networks for Fixing Security Vulnerabilities Yi Wu Nan Jiang H. Pham Thibaud Lutellier Jordan Davis Lin Tan Petr Babkin Sameena Shah AAML 21 79 0 29 May 2023
A New Era in Software Security: Towards Self-Healing Software via Large Language Models and Formal Verification Norbert Tihanyi Ridhi Jain Yiannis Charalambous M. Ferrag Youcheng Sun Lucas C. Cordeiro 28 48 0 24 May 2023
Chip-Chat: Challenges and Opportunities in Conversational Hardware Design Jason Blocklove S. Garg Ramesh Karri Hammond Pearce 45 169 0 22 May 2023
Graphologue: Exploring Large Language Model Responses with Interactive Diagrams Peiling Jiang Jude Rayan Steven W. Dow Haijun Xia 32 100 0 19 May 2023
A Language Model of Java Methods with Train/Test Deduplication Chia-Yi Su Aakash Bansal Vijayanta Jain S. Ghanavati Collin McMillan SyDa VLM 29 10 0 15 May 2023
"It's Weird That it Knows What I Want": Usability and Interactions with Copilot for Novice Programmers James Prather B. Reeves Paul Denny Brett A. Becker Juho Leinonen Andrew Luxton-Reilly Garrett B. Powell James Finnie-Ansley E. Santos 40 131 0 05 Apr 2023
Large Language Models and Simple, Stupid Bugs Kevin Jesse Toufique Ahmed Prem Devanbu Emily Morgan ELM 39 51 0 20 Mar 2023
LLMSecEval: A Dataset of Natural Language Prompts for Security Evaluations Catherine Tony Markus Mutas Nicolás E. Díaz Ferreyra Riccardo Scandariato ELM 15 44 0 16 Mar 2023
Large Language Models for Code: Security Hardening and Adversarial Testing Jingxuan He Martin Vechev ELM AAML 23 108 0 10 Feb 2023
CrossCodeBench: Benchmarking Cross-Task Generalization of Source Code Models Changan Niu Chuanyi Li Vincent Ng Bin Luo ELM ALM 34 9 0 08 Feb 2023
CodeLMSec Benchmark: Systematically Evaluating and Finding Security Vulnerabilities in Black-Box Code Language Models Hossein Hajipour Keno Hassler Thorsten Holz Lea Schonherr Mario Fritz ELM 40 20 0 08 Feb 2023
ChatGPT and Software Testing Education: Promises & Perils Sajed Jalil Suzzana Rafi Thomas D. Latoza Kevin Moran Wing Lam ELM 27 172 0 07 Feb 2023
Fixing Hardware Security Bugs with Large Language Models Baleegh Ahmad Shailja Thakur Benjamin Tan Ramesh Karri Hammond Pearce 38 43 0 02 Feb 2023
Lost at C: A User Study on the Security Implications of Large Language Model Code Assistants Gustavo Sandoval Hammond Pearce Teo Nys Ramesh Karri S. Garg Brendan Dolan-Gavitt ELM 27 90 0 20 Aug 2022
Is GitHub's Copilot as Bad as Humans at Introducing Vulnerabilities in Code? Owura Asare M. Nagappan Nirmal Asokan 31 104 0 10 Apr 2022
A Systematic Evaluation of Large Language Models of Code Frank F. Xu Uri Alon Graham Neubig Vincent J. Hellendoorn ELM ALM 204 631 0 26 Feb 2022
CURE: Code-Aware Neural Machine Translation for Automatic Program Repair Nan Jiang Thibaud Lutellier Lin Tan NAI 155 233 0 26 Feb 2021