Unlike point-in-time manual tests, DRL agents can run continuously, ensuring defenses are always current.
– Run 100 episodes and measure:
For CISOs, the question is no longer “Should we automate penetration testing?” but rather “How quickly can we integrate Deep Reinforcement Learning into our purple team exercises?” autopentest-drl
The framework provides a base for research into autonomous systems, such as developing that can handle uncertainty and dynamically reconfigure attacks in real time. Unlike point-in-time manual tests, DRL agents can run