An RL agent using permutation-symmetric neural networks automates web pentesting on simulated sites and is claimed to find all reachable vulnerabilities on DVWA and DockerLabs.
Cyber-security and reinforcement learning — A brief survey
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Reinforcement Learning for Automated Cybersecurity Penetration Testing
An RL agent using permutation-symmetric neural networks automates web pentesting on simulated sites and is claimed to find all reachable vulnerabilities on DVWA and DockerLabs.