Discover the Hidden Attack Path in Multi-domain Cyberspace Based on Reinforcement Learning

no code implementations • 15 Apr 2021 • Lei Zhang, Wei Bai, Wei Li, Shiming Xia, Qibin Zheng

To achieve these results, we pose discovering attack paths as a Reinforcement Learning (RL) problem and train an agent to discover multi-domain cyberspace attack paths.

Reinforcement Learning (RL)

Weakness Analysis of Cyberspace Configuration Based on Reinforcement Learning

no code implementations • 9 Jul 2020 • Lei Zhang, Wei Bai, Shize Guo, Shiming Xia, Hongmei Li, Zhisong Pan

To achieve these results, we pose finding attack paths as a Reinforcement Learning (RL) problem and train an agent to find multiple domain attack paths.

reinforcement-learning Reinforcement Learning (RL)