zmre/awesome-security-for-ai
📦 Open Source Projectzmre
A comprehensive curated list of open-source and commercial tools for securing AI systems and LLM applications.
The awesome-security-for-ai repository is an essential resource for developers and security engineers tasked with hardening AI infrastructure. As AI adoption grows, so does the attack surface; this project addresses that challenge by categorizing tools that handle prompt injection prevention, model monitoring, data privacy, and supply chain security for ML models. The repository is particularly valuable for its balanced inclusion of enterprise-grade commercial solutions alongside community-driven open-source projects. It covers the full lifecycle of AI security, from development and training to deployment and production monitoring. By maintaining a clear, updated list of industry-standard security products, it helps teams navigate the complex and rapidly evolving ecosystem of AI defense mechanisms. The inclusion of a CC-BY-SA-4.0 licensed infographic further aids in mapping out the security architecture required for modern GenAI applications.
💡Highlights
- ├─Curated AI security tool list
- ├─Covers open-source and commercial
- └─Includes AI security infographic
🎯For
- ├─Cybersecurity Engineers
- ├─AI/ML Engineers
- └─DevSecOps Professionals