huhusmang / Awesome-LLMs-for-Vulnerability-Detection
The community's most comprehensive, continuously-updated index of research on Large Language Models for software vulnerability detection — papers across function-level, repository-level, agentic, and smart-contract detection, plus datasets, benchmarks, and surveys.
Why this job: name: awesome; topics: awesome-list
What it does
A curated list of papers, projects, and agent skills on using LLMs for vulnerability detection and discovery.
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Active
- Last commit today
- Stars
- 1,589
- +102 this week
- Licence
- MIT
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- None yet
- No releases
- Built with
- Python
- 100% of the code
Is it looked after?
- Contributors
- 3
- Last 90 days
- Issues
- 0% closed
- 2 still open
- Pull requests
- 6 merged
- 5 waiting
- Releases
- None
- Never published
- Contributing guide (opens in new tab)
- No security policy
- No code of conduct
More: languages, topics and project record
Languages
- Python 100%
Topics
- awesome-list
- code-security
- large-language-models
- llm
- security
- static-analysis
- vulnerability-detection
Project record
- JobLists and guides
- StatusListed
- Commits718
- Forks172
- Watching30
- Stars in 28 days+115
- CreatedSep 2, 2024
- First seen by usNov 7, 2026
- CheckedNov 9, 2026