2 papers
cs.AI2025
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents
Gregory Palmer, Luke Swaby, Daniel J. B. Harrold +5
The recent rise in increasingly sophisticated cyber-attacks raises the need for robust and resilient autonomous cyber-defence (ACD) agents. Given the variety of cyber-attack tactic…
cs.LG2024
Machine Theory of Mind for Autonomous Cyber-Defence
Luke Swaby, Matthew Stewart, Daniel Harrold +2
Intelligent autonomous agents hold much potential for the domain of cyber-security. However, due to many state-of-the-art approaches relying on uninterpretable black-box models, th…