Sara Farmer

According to our database, Sara Farmer authored at least 4 papers in 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Guidelines for Applying RL and MARL in Cybersecurity Applications.

Vasilios Mavroudis, Gregory Palmer, Sara Farmer, Kez Smithson Whitehead, David Foster, Adam Price, Ian Miles, Alberto Caron, Stephen Pasteris

CoRR, March, 2025

An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents.

Gregory Palmer, Luke Swaby, Daniel J. B. Harrold, Matthew Stewart, Alex Hiles, Chris Willis, Ian Miles, Sara Farmer

CoRR, January, 2025

CAGE challenge 4: A scalable multi-agent reinforcement learning gym for autonomous cyber defence.

Mitchell Kiely, Metin Ahiskali, Etienne Borde, Benjamin Bowman, David Bowman, Dirk Van Bruggen, KC Cowan, Prithviraj Dasgupta, Erich Devendorf, Ben Edwards, Alex Fitts, Sunny Fugate, Ryan Gabrys, Wayne Gould, H. Howie Huang, Jules Jacobs, Ryan Kerr, Isaiah J. King, Li Li, Luis Martinez, Christopher Moir, Craig Murphy, Olivia Naish, Claire Owens, Miranda Purchase, Ahmad Ridley, Adrian Taylor, Sara Farmer, William John Valentine, Yiyi Zhang

AI Mag., 2025

Exploring the Efficacy of Multi-Agent Reinforcement Learning for Autonomous Cyber Defence: A CAGE Challenge 4 Perspective.

Mitchell Kiely, Metin Ahiskali, Etienne Borde, Benjamin Bowman, David Bowman, Dirk Van Bruggen, KC Cowan, Prithviraj Dasgupta, Erich Devendorf, Ben Edwards, Alex Fitts, Sunny Fugate, Ryan Gabrys, Wayne Gould, H. Howie Huang, Jules Jacobs, Ryan Kerr, Isaiah J. King, Li Li, Luis Martinez, Christopher Moir, Craig Murphy, Olivia Naish, Claire Owens, Miranda Purchase, Ahmad Ridley, Adrian Taylor, Sara Farmer, William John Valentine, Yiyi Zhang

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025