Tim Dudman

Towards a Generalisable Cyber Defence Agent for Real-World Computer Networks" (video, pdf)

Speaker: Tim Dudman

Author(s): Tim Dudman

Abstract: This work proposes Topological Extensions for Reinforcement Learning Agents (TERLA) to provide generalizability for cyber defense agents in networks of differing topology and size without the need for retraining. It evaluates performance in realistic simulation environments.