Blackbox AI CTF Engine

Creating high-quality Capture The Flag challenges is time-intensive and requires deep expertise. Static challenge sets become stale, and manual validation of submissions is slow. Training programs need fresh, relevant challenges that adapt to participant skill levels.

Developed an AI engine that generates CTF challenges across multiple domains (web, crypto, forensics, binary) using constrained generation techniques. The system creates challenges with known solutions, then validates them through automated solving to ensure quality. A difficulty calibration system adjusts based on historical solve rates and participant feedback.