Maxwell Standen

Cascaded Reinforcement Learning Agents for Large Action Spaces in Autonomous Penetration Testing

Toby J. Richer, Ashlesha Akella, Khuong Tran, 2022, Applied Sciences.

SoK: Adversarial Machine Learning Attacks and Defences in Multi-Agent Reinforcement Learning

Maxwell Standen, Junae Kim, Claudia Szabo, 2023, ArXiv.

CybORG: A Gym for the Development of Autonomous Cyber Agents pdf

Damian A. Marriott, Maxwell Standen, Toby J. Richer, 2021, ArXiv.

CybORG: An Autonomous Cyber Operations Research Gym pdf

Jonathon Schwartz, Junae Kim, Callum Baillie, 2020, ArXiv.

Deep hierarchical reinforcement agents for automated penetration testing pdf

Ashlesha Akella, Maxwell Standen, Toby J. Richer, 2021, ArXiv.

On Autonomous Agents in a Cyber Defence Environment

Maxwell Standen, David Bowman, Mitchell Kiely, 2023, ArXiv.