chengpeng-wang / LLMDFALinks
LLMDFA: Analyzing Dataflow in Code with Large Language Models (NeurIPS 2024)
☆130Updated last month
Alternatives and similar repositories for LLMDFA
Users that are interested in LLMDFA are comparing it to the libraries listed below
Sorting:
- LLMSAN: Sanitizing Large Language Models in Bug Detection with Data-Flow (EMNLP Findings 2024)☆78Updated last month
- The source code of project "LLift" (Enhancing static analysis with LLM)☆72Updated last year
- WhiteFox: White-Box Compiler Fuzzing Empowered by Large Language Models (OOPSLA 2024)☆62Updated last week
- This is an evaluation set for the problem of directed/targeted test input generation. We use it to benchmark the ability of Large Languag…☆33Updated 4 months ago
- A continuously updated collection of CodeLLM papers maintained by PurCL group @ Purdue☆485Updated 3 weeks ago
- A manually vetted dataset for security vulnerability detection in Java projects☆65Updated last week
- ☆37Updated last month
- tool of llm-based indirect-call analyzer☆21Updated 4 months ago
- ☆85Updated last year
- Assisting Static Analysis with Large Language Models: A ChatGPT Experiment☆34Updated last year
- ☆74Updated 2 years ago
- A deep learning model for localizing bugs in C/C++ source code (USENIX'23)☆149Updated 2 years ago
- The official repository of "GraphSPD: Graph-Based Security Patch Detection with Enriched Code Semantics". The paper will appear in the IE…☆46Updated last year
- [USENIX Security 25] PatchAgent is a LLM-based practical program repair agent that mimics human expertise.☆76Updated 2 weeks ago
- VulTrigger is a tool to for identifying vulnerability-triggering statements across functions and investigating the effectiveness of funct…☆37Updated last year
- Fuzzing Deep-Learning Libraries via Automated Relational API Inference (ESEC/FSE 2022)☆37Updated 2 years ago
- Free Lunch for Testing: Fuzzing Deep-Learning Libraries from Open Source (ICSE'22)☆79Updated 2 years ago
- Program Vulnerability Repair via Inductive Inference☆20Updated last year
- Code for the paper - Source Code Vulnerability Detection: Combining Code Language Models and Code Property Graph☆76Updated last year
- An autonomous LLM-agent for large-scale, repository-level code auditing☆159Updated last week
- SecLLMHolmes is a generalized, fully automated, and scalable framework to systematically evaluate the performance (i.e., accuracy and rea…☆58Updated 2 months ago
- A Pointer Analysis Framework for Rust☆52Updated last month
- Qilin: A New Framework for Supporting Fine-Grained Context-Sensitivity in Java Pointer Analysis☆135Updated 3 months ago
- ☆142Updated last month
- A neurosymbolic framework for vulnerability detection in code☆161Updated this week
- Vul4J: A Dataset of Reproducible Java Vulnerabilities☆92Updated 3 weeks ago
- MegaVul - The largest, high-quality, extensible, continuously updated, C/C++/Java vulnerability dataset☆107Updated 6 months ago
- 软件工程与形式化方法相关前沿工作阅读与分享☆35Updated last month
- For our ISSTA22 paper "DocTer: Documentation-Guided Fuzzing for Testing Deep Learning API Functions" by Danning Xie, Yitong Li, Mijung Ki…☆36Updated 2 years ago
- This is a benchmark for evaluating the vulnerability discovery ability of automated approaches including Large Language Models (LLMs), de…☆67Updated 7 months ago