Your AI Hacking Playground

Practice, learn, and exploit vulnerabilities in AI/ML systems.

Crucible is a "Capture the flag" platform made for security researchers, data scientists, and developers with an interest in AI security. You'll get access to a variety of challenges which are designed to build your skills in adversarial machine learning and model security. These challenges include dataset analysis, model inversion, adversarial attacks, code execution, and more.