← all repositories

RiccardoBiosas/awesome-MLSecOps

An awesome list aggregating open-source and commercial security tools for machine learning and LLM systems.

440 stars LearningOther AI
awesome-MLSecOps
Not currently ranked — collecting fresh signals.
star history

This repository compiles tools, articles, and tutorials focused on securing ML and LLM systems throughout their lifecycle. It covers attack vectors like data poisoning and model serialization attacks, defensive tools such as Garak for LLM vulnerability scanning and the Adversarial Robustness Toolbox, and MLOps infrastructure security. The list is organized by category including open-source tools, commercial offerings, 101 resources, and community contributions.

Frequently asked

What is RiccardoBiosas/awesome-MLSecOps?
An awesome list aggregating open-source and commercial security tools for machine learning and LLM systems.
Is awesome-MLSecOps open source?
Yes — RiccardoBiosas/awesome-MLSecOps is open source, released under the MIT license.
How popular is awesome-MLSecOps?
RiccardoBiosas/awesome-MLSecOps has 440 stars on GitHub.
Where can I find awesome-MLSecOps?
RiccardoBiosas/awesome-MLSecOps is on GitHub at https://github.com/RiccardoBiosas/awesome-MLSecOps.

heatdrop uses Google Analytics to see which pages get read — nothing else. Your call. How we handle data.