awesome-ai-security

Awesome AI Security [](https://github.com/sindresorhus/awesome) [](https://www.trackawesomelist.com/ottosulin/awesome-ai-security)

A curated list of awesome AI security related frameworks, standards, learning resources and open source tools.

If you want to contribute, create a PR or contact me [@ottosulin](https://mastodon.social/@ottosulin).

Table of Contents

• Learning Resources
  • Reading & Guides
  • Courses, Labs & CTFs
  • Podcasts
• Governance & Risk Management
  • Frameworks
  • Standards & Verification
  • Taxonomies, Terminology & Risk Databases
  • Checklists & Practical Guidance
• Attack Techniques & Red Teaming
  • Adversarial ML & Classical Models
  • LLM & GenAI Red Teaming
  • Agentic AI & MCP Attack Tools
  • AI-Assisted Offensive Security
• Benchmarks & Evaluations
• Defense & Security Controls
  • Input/Output Guardrails
  • Agent Runtime Security & Sandboxing
  • MCP Security
  • Model & Artifact Scanning
  • AI-Assisted Defensive Security
  • Privacy & Confidential Computing
  • Data & Supply Chain Security
• Agentic AI Security Skills
• Security-Focused AI Models

Learning Resources

Reading & Guides

• OWASP ML TOP 10

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