SakiRinn / LLM4CVDLinks
Investigating Large Language Models for Code Vulnerability Detection: An Experimental Study
☆33Updated 5 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…☆51Updated last year
- SecLLMHolmes is a generalized, fully automated, and scalable framework to systematically evaluate the performance (i.e., accuracy and rea…☆57Updated 3 months ago
- Awesome Large Language Models for Vulnerability Detection☆233Updated this week
- Code for the paper - Source Code Vulnerability Detection: Combining Code Language Models and Code Property Graph☆81Updated last year
- A curated list of awesome resources about LLM supply chain security (including papers, security reports and CVEs)☆83Updated 7 months ago
- A Novel Benchmark evaluating the Deep Capability of Vulnerability Detection with Large Language Models☆26Updated 4 months ago
- ☆29Updated 11 months ago
- This is a benchmark for evaluating the vulnerability discovery ability of automated approaches including Large Language Models (LLMs), de…☆70Updated 9 months ago
- Repository for PrimeVul Vulnerability Detection Dataset☆173Updated 11 months ago
- AIBugHunter: A Practical Tool for Predicting, Classifying and Repairing Software Vulnerabilities☆44Updated last year
- VulTrigger is a tool to for identifying vulnerability-triggering statements across functions and investigating the effectiveness of funct…☆40Updated last year
- [ICSE 2024 Industry Challenge Track] Official implementation of "ReposVul: A Repository-Level High-Quality Vulnerability Dataset".☆74Updated 9 months ago
- A manually vetted dataset for security vulnerability detection in Java projects☆74Updated 2 weeks ago
- The official repository for the paper "VulScribeR: Exploring RAG-based Vulnerability Augmentation with LLMs".☆13Updated last week
- Source code for LLMxCPG paper☆29Updated last week
- ☆121Updated last year
- MegaVul - The largest, high-quality, extensible, continuously updated, C/C++/Java vulnerability dataset☆116Updated 7 months ago
- The official repository of "GraphSPD: Graph-Based Security Patch Detection with Enriched Code Semantics". The paper will appear in the IE…☆47Updated 2 years ago
- [2023 TDSC] Pre-trained Model-based Automated Software Vulnerability Repair: How Far are We?☆25Updated 2 years ago
- ☆48Updated 10 months ago
- CVEfixes: Automated Collection of Vulnerabilities and Their Fixes from Open-Source Software☆270Updated last year
- ☆38Updated 5 months ago
- ☆24Updated 11 months ago
- ☆76Updated 2 years ago
- A deep learning model for localizing bugs in C/C++ source code (USENIX'23)☆152Updated 2 years ago
- Replication package for "Dataflow Analysis-Inspired Deep Learning for Efficient Vulnerability Detection", ICSE 2024.☆67Updated 11 months ago
- Finetuning large language models (LLMs) for vulnerability detection☆51Updated 4 months ago
- For our ISSTA23 paper "How Effective are Neural Networks for Fixing Security Vulnerabilities?" by Yi Wu, Nan Jiang, Hung Viet Pham, Thiba…☆39Updated last year
- DiverseVul: A New Vulnerable Source Code Dataset for Deep Learning Based Vulnerability Detection (RAID 2023) https://surrealyz.github.io/…☆153Updated 10 months ago
- ☆10Updated 10 months ago