SakiRinn / LLM4CVDLinks
Investigating Large Language Models for Code Vulnerability Detection: An Experimental Study
☆30Updated 2 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…☆47Updated 11 months ago
- Awesome Large Language Models for Vulnerability Detection☆121Updated this week
- SecLLMHolmes is a generalized, fully automated, and scalable framework to systematically evaluate the performance (i.e., accuracy and rea…☆57Updated last month
- ☆47Updated 2 years ago
- VulTrigger is a tool to for identifying vulnerability-triggering statements across functions and investigating the effectiveness of funct…☆34Updated last year
- This is a benchmark for evaluating the vulnerability discovery ability of automated approaches including Large Language Models (LLMs), de…☆68Updated 6 months ago
- ☆26Updated 8 months ago
- A manually vetted dataset for security vulnerability detection in Java projects☆55Updated this week
- Repository for PrimeVul Vulnerability Detection Dataset☆146Updated 8 months ago
- [2023 TDSC] Pre-trained Model-based Automated Software Vulnerability Repair: How Far are We?☆25Updated 2 years ago
- Code for the paper - Source Code Vulnerability Detection: Combining Code Language Models and Code Property Graph☆75Updated last year
- The official repository of "GraphSPD: Graph-Based Security Patch Detection with Enriched Code Semantics". The paper will appear in the IE…☆44Updated last year
- A Novel Benchmark evaluating the Deep Capability of Vulnerability Detection with Large Language Models☆25Updated last month
- AIBugHunter: A Practical Tool for Predicting, Classifying and Repairing Software Vulnerabilities☆41Updated last year
- [ICSE 2024 Industry Challenge Track] Official implementation of "ReposVul: A Repository-Level High-Quality Vulnerability Dataset".☆65Updated 6 months ago
- ☆114Updated 10 months ago
- Finetuning large language models (LLMs) for vulnerability detection☆45Updated 2 months ago
- ☆35Updated 2 months ago
- A curated list of awesome resources about LLM supply chain security (including papers, security reports and CVEs)☆74Updated 4 months ago
- DeepWukong: Statically Detecting Software Vulnerabilities Using Deep Graph Neural Network☆106Updated 2 years ago
- Resources for our ICSE'24 poster: Prompt-Enhanced Software Vulnerability Detection Using ChatGPT.☆25Updated last year
- MegaVul - The largest, high-quality, extensible, continuously updated, C/C++/Java vulnerability dataset☆86Updated 4 months ago
- Academic Papers about LLM Application on Security☆134Updated 3 months ago
- ☆11Updated last year
- TensorFlow API analysis tool and malicious model detection tool☆29Updated last week
- For our ISSTA23 paper "How Effective are Neural Networks for Fixing Security Vulnerabilities?" by Yi Wu, Nan Jiang, Hung Viet Pham, Thiba…☆36Updated last year
- ☆43Updated 8 months ago
- ☆10Updated last year
- Simplified Source Code Pre-Training for Vulnerability Detection☆95Updated last year
- A collection of security papers on top-tier publications☆43Updated 3 weeks ago