We implement for discrete action spaces, and PPO for continuous variations (e.g., timing of scans).
: Hierarchical RL — high-level policy picks subnets, low-level script executes scans. autopentest-drl
: Connects to physical networks to identify and test live vulnerabilities using automated penetration testing tools . Educational & Research Utility We implement for discrete action spaces, and PPO
: Analyzes a network topology to determine the optimal attack path without performing actual exploits. This is primarily used for educational and research purposes. Real Attack Mode We implement for discrete action spaces
Autopentest-DRL offers several significant benefits over traditional penetration testing methods: