A few years ago, I tried my hand at the, now retired, CAPTCHA Forest CTF, which was part of the nullcon HackIM 2019. I wanted to solve it using computer vision and machine learning. This started me on a path of discovery and incremental improvements that finally resulted in capchan, a generic CAPTCHA to text tool.
This post is broken into four parts:
The first CTF
The second CTF
Neural Network Fundamentals
Creating capchan
A few years ago, I tried my hand at the, now retired, CAPTCHA Forest CTF, which was part of the nullcon HackIM 2019. I wanted to solve it using computer vision and machine learning. This started me on a path of discovery and incremental improvements that finally resulted in capchan, a generic CAPTCHA to text tool.
This post is broken into four parts: