chengpeng-wang / LLMDFALinks
LLMDFA: Analyzing Dataflow in Code with Large Language Models (NeurIPS 2024)
☆159Updated 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)☆83Updated last month
- tool of llm-based indirect-call analyzer☆32Updated 9 months ago
- Parsing-based Analyzer☆59Updated 5 months ago
- The source code of project "LLift" (Enhancing static analysis with LLM)☆80Updated last year
- A manually vetted dataset for security vulnerability detection in Java projects☆81Updated 3 months ago
- WhiteFox: White-Box Compiler Fuzzing Empowered by Large Language Models (OOPSLA 2024)☆76Updated 4 months ago
- 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 8 months ago
- A continuously updated collection of CodeLLM papers maintained by PurCL group @ Purdue☆562Updated last month
- ☆89Updated 2 years ago
- A deep learning model for localizing bugs in C/C++ source code (USENIX'23)☆154Updated 2 years ago
- Vul4J: A Dataset of Reproducible Java Vulnerabilities☆110Updated 3 months ago
- VulTrigger is a tool to for identifying vulnerability-triggering statements across functions and investigating the effectiveness of funct…☆43Updated last year
- The official repository of "GraphSPD: Graph-Based Security Patch Detection with Enriched Code Semantics". The paper will appear in the IE…☆48Updated 2 years ago
- [USENIX Security 25] PatchAgent is a LLM-based practical program repair agent that mimics human expertise.☆107Updated last week
- This is a benchmark for evaluating the vulnerability discovery ability of automated approaches including Large Language Models (LLMs), de…☆75Updated last year
- Assisting Static Analysis with Large Language Models: A ChatGPT Experiment☆36Updated 2 years ago
- CovRL-Fuzz: Fuzzing JavaScript Interpreters with Coverage-Guided Reinforcement Learning for LLM-Based Mutation☆39Updated last year
- MegaVul - The largest, high-quality, extensible, continuously updated, C/C++/Java vulnerability dataset☆130Updated 10 months ago
- ☆21Updated last year
- ☆76Updated 2 years ago
- SecLLMHolmes is a generalized, fully automated, and scalable framework to systematically evaluate the performance (i.e., accuracy and rea…☆64Updated 7 months ago
- PromtFuzz is an automated tool that generates high-quality fuzz drivers for libraries via a fuzz loop constructed on mutating LLMs' promp…☆304Updated 4 months ago
- Empc: Effective Path Prioritization for Symbolic Execution with Path Cover☆31Updated 6 months ago
- ☆31Updated last year
- ☆40Updated 11 months ago
- For our ISSTA22 paper "DocTer: Documentation-Guided Fuzzing for Testing Deep Learning API Functions" by Danning Xie, Yitong Li, Mijung Ki…☆38Updated 3 years ago
- Hey folks, this is a repository for papers on LLM for Vuln. Detection area☆71Updated 8 months ago
- Repository for PrimeVul Vulnerability Detection Dataset☆202Updated last year
- This repo list the core literature in the field of fuzzing test, large language model, and LLM-based fuzzer. Most of papers are selected …☆55Updated last year
- TensorFlow API analysis tool and malicious model detection tool☆37Updated 6 months ago