LLM Security Labs Playground

A hands-on learning platform for understanding and testing LLM security vulnerabilities. Explore interactive labs, experiment with real-world scenarios, and learn how to protect your LLM applications through practical experience.

InputQueryRetrievalFine-tuningClientMalicious ActorIngressLLM ServiceVector DBTraining PipelineSecurity LayerLLM01LLM02LLM03LLM04LLM05LLM06LLM07LLM08LLM09LLM10

About This Platform

This interactive platform combines visual learning with hands-on experimentation. The diagram illustrates how different security vulnerabilities affect various components of a Large Language Model application, while the interactive labs let you safely test and understand these vulnerabilities firsthand.

Each numbered box (LLM01-LLM10) represents one of the OWASP Top 10 LLM vulnerabilities, with its own dedicated lab environment where you can experiment with attacks and learn about mitigation strategies through practical exercises.

How to Use

  • Hover over components to highlight their connections
  • Hover over vulnerabilities to see detailed descriptions
  • Click on any vulnerability to access its interactive lab
  • Experiment with different attack scenarios in a safe environment
  • Learn mitigation strategies through hands-on exercises
  • Follow the connecting lines to understand system relationships

This is an open source project. I believe in the power of community collaboration to improve LLM security education. Your contributions, feedback, and ideas are welcome to help make this platform more comprehensive and effective.

GitHub

Based on OWASP Top 10 for Large Language Model Applications 2025

Learn more at OWASP.org