SakiRinn / LLM4CVDLinks
Investigating Large Language Models for Code Vulnerability Detection: An Experimental Study
☆31Updated 3 months ago
Alternatives and similar repositories for LLM4CVD
Users that are interested in LLM4CVD are comparing it to the libraries listed below
Sorting:
- An implementation of the ACL 2024 Findings paper "Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tu…☆49Updated last year
- Awesome Large Language Models for Vulnerability Detection☆160Updated this week
- SecLLMHolmes is a generalized, fully automated, and scalable framework to systematically evaluate the performance (i.e., accuracy and rea…☆58Updated last month
- MegaVul - The largest, high-quality, extensible, continuously updated, C/C++/Java vulnerability dataset☆101Updated 5 months ago
- A Novel Benchmark evaluating the Deep Capability of Vulnerability Detection with Large Language Models☆25Updated 2 months ago
- This is a benchmark for evaluating the vulnerability discovery ability of automated approaches including Large Language Models (LLMs), de…☆68Updated 7 months ago
- AIBugHunter: A Practical Tool for Predicting, Classifying and Repairing Software Vulnerabilities☆42Updated last year
- Code for the paper - Source Code Vulnerability Detection: Combining Code Language Models and Code Property Graph☆77Updated last year
- TensorFlow API analysis tool and malicious model detection tool☆32Updated last month
- Repository for PrimeVul Vulnerability Detection Dataset☆154Updated 9 months ago
- ☆48Updated 2 years ago
- CleanVul: Automatic Function-Level Vulnerability Detection in Code Commits Using LLM Heuristics☆14Updated 3 months ago
- VulTrigger is a tool to for identifying vulnerability-triggering statements across functions and investigating the effectiveness of funct…☆37Updated last year
- ☆116Updated 11 months ago
- ☆28Updated 9 months ago
- A manually vetted dataset for security vulnerability detection in Java projects☆64Updated last week
- A curated list of awesome resources about LLM supply chain security (including papers, security reports and CVEs)☆76Updated 5 months ago
- [ICSE 2024 Industry Challenge Track] Official implementation of "ReposVul: A Repository-Level High-Quality Vulnerability Dataset".☆68Updated 7 months ago
- A Transformer-based Line-Level Vulnerability Prediction☆139Updated 10 months ago
- The official repository of "GraphSPD: Graph-Based Security Patch Detection with Enriched Code Semantics". The paper will appear in the IE…☆45Updated last year
- ☆74Updated last year
- The official repository for the paper "VulScribeR: Exploring RAG-based Vulnerability Augmentation with LLMs".☆11Updated 2 weeks ago
- 基于图神经网络的切片级漏洞检测及解释方法☆46Updated 8 months ago
- ☆44Updated 8 months ago
- CVEfixes: Automated Collection of Vulnerabilities and Their Fixes from Open-Source Software☆262Updated 10 months ago
- ☆11Updated last year
- A collection of security papers on top-tier publications☆43Updated this week
- Finetuning large language models (LLMs) for vulnerability detection☆46Updated 2 months ago
- ☠️ Ground-truth dataset for vulnerability prediction (known research datasets and data sources included such as NVD, CVE Details and OSV)…☆93Updated last year
- DiverseVul: A New Vulnerable Source Code Dataset for Deep Learning Based Vulnerability Detection (RAID 2023) https://surrealyz.github.io/…☆149Updated 8 months ago