Autopentest-drl – Tested & Working

Traditional automation tools like Metasploit’s resource scripts or Nmap’s NSE (Nmap Scripting Engine) are deterministic and linear. They follow "if-this-then-that" logic. If port 443 is open, run an SSL vulnerability scan. This rigidity fails in novel environments where vulnerabilities are chained in non-obvious ways.

A realistic simulator CyberGym (built on OpenAI Gym) provides: autopentest-drl

AutoPenTest-DRL Training Loop