KDEGroup / LLMVulnerabilityDetection
Resources for our ICSE'24 poster: Prompt-Enhanced Software Vulnerability Detection Using ChatGPT.
☆24Updated 11 months ago
Alternatives and similar repositories for LLMVulnerabilityDetection:
Users that are interested in LLMVulnerabilityDetection are comparing it to the libraries listed below
- SecLLMHolmes is a generalized, fully automated, and scalable framework to systematically evaluate the performance (i.e., accuracy and rea…☆57Updated this week
- This is a benchmark for evaluating the vulnerability discovery ability of automated approaches including Large Language Models (LLMs), de…☆67Updated 5 months ago
- The official repository of "GraphSPD: Graph-Based Security Patch Detection with Enriched Code Semantics". The paper will appear in the IE…☆44Updated last year
- ☆26Updated 7 months ago
- TensorFlow API analysis tool and malicious model detection tool☆27Updated 2 months ago
- Assisting Static Analysis with Large Language Models: A ChatGPT Experiment☆34Updated last year
- VulTrigger is a tool to for identifying vulnerability-triggering statements across functions and investigating the effectiveness of funct…☆33Updated last year
- A manually vetted dataset for security vulnerability detection in Java projects☆48Updated 2 weeks ago
- A deep learning model for localizing bugs in C/C++ source code (USENIX'23)☆150Updated last year
- MegaVul - The largest, high-quality, extensible, continuously updated, C/C++/Java vulnerability dataset☆70Updated 3 months ago
- A GPT-Based Fuzz Driver Generator☆46Updated last year
- ☆21Updated 2 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…☆31Updated last month
- AIBugHunter: A Practical Tool for Predicting, Classifying and Repairing Software Vulnerabilities☆40Updated last year
- VulRepair: A T5-Based Automated Software Vulnerability Repair☆77Updated last month
- open science repo of "Neural Transfer Learning for Repairing Security Vulnerabilities in C Code" https://arxiv.org/pdf/2104.08308☆63Updated 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 …☆52Updated last year
- DeepWukong: Statically Detecting Software Vulnerabilities Using Deep Graph Neural Network☆105Updated 2 years ago
- Code for the paper - Source Code Vulnerability Detection: Combining Code Language Models and Code Property Graph☆73Updated last year
- ☠️ Ground-truth dataset for vulnerability prediction (known research datasets and data sources included such as NVD, CVE Details and OSV)…☆90Updated last year
- ☆16Updated 9 months ago
- ☆99Updated 6 months ago
- Data for LLM4Vuln☆11Updated last year
- ☆17Updated 8 months ago
- HiddenCPG: Large-Scale Vulnerable Clone Detection Using Subgraph Isomorphism of Code Property Graphs☆43Updated 2 years ago
- ☆32Updated last month
- ISSTA'23 - Third-party Library Dependency for Large-scale SCA in the C/C++ Ecosystem: How Far Are We?☆29Updated last year
- A curated list of awesome resources about LLM supply chain security (including papers, security reports and CVEs)☆66Updated 3 months ago
- holding data and processing code for the paper 'A Large-Scale Empirical Study on Vulnerability Distribution within Projects and the Lesso…☆20Updated 4 years ago
- Statement-level deep learning model for automated software vulnerability detection in C/C++ (Accepted in MSR 2022)☆72Updated 2 years ago