briland/LLM-security-and-privacy

This repository curates papers and tools about large language model security and privacy.

github.com/briland/LLM-security-and-privacy
briland/LLM-security-and-privacy homepage screenshot

About briland/LLM-security-and-privacy

This repository collects papers and tools about threats and vulnerabilities in large language models from security and privacy perspectives. Papers are listed with title, venue, year, category, and code information, with extended summaries and takeaways in the paper-summaries folder and citations in main.bib. It also includes an overview taxonomy figure, links to frameworks such as OWASP Top 10 for LLM Applications, MITRE ATLAS, and NIST AI 100-2 E2023, plus selected tools and news articles, blog posts, and talks.

Some listed paper summaries and code links are marked as TBD or N/A.

Key features

  • Curated list of LLM security and privacy papers by category
  • Paper summaries and takeaways in paper-summaries folder
  • main.bib file with citations for listed papers
  • Taxonomy figure of threats against deep learning models and LLMs
  • Links to OWASP, MITRE ATLAS, and NIST adversarial ML frameworks
  • Lists prompt-injection and security tools like Vigil and Arsenal
Best for: People researching LLM threats and vulnerabilities who want papers, frameworks, and tools in one list.
Good for
  • Lists papers with venue, year, and category
  • Provides citations in main.bib and extended notes in paper-summaries folder
  • Combines papers with frameworks, tools, and news articles in one place
Watch out for
  • Some paper summaries and code entries are listed as TBD or N/A

briland/LLM-security-and-privacy at a glance

Type
Open-source project
Pricing
Not confirmed. Check the site
Open source
Not stated
Language
English
Last checked
Oct 5, 2026 · Online when checked
Listed
Oct 5, 2026

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briland/LLM-security-and-privacy FAQ

Where are detailed summaries for each paper?
Summaries, key takeaway points, and additional details are in the paper-summaries folder.
Where are citations for the listed papers?
The latest citations are in the main.bib file.
How can I contribute to the repository?
See CONTRIBUTING.md for the contribution guidelines.
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