All Stories

  1. Towards the Deployment of Realistic Autonomous Cyber Network Defence: A Systematic Review

    Article • ACM Computing Surveys, August 2025, ACM (Association for Computing Machinery)

    Elizabeth Bates, Pete Burnap, Sanyam Vyas

  2. Reward Shaping for Happier Autonomous Cyber Security Agents

    Article • November 2023, ACM (Association for Computing Machinery)

    Elizabeth Bates, Chris Hicks

  3. Canaries and Whistles: Resilient Drone Communication Networks with (or without) Deep Reinforcement Learning

    Article • November 2023, ACM (Association for Computing Machinery)

    Chris Hicks, Elizabeth Bates

  4. Entity-based Reinforcement Learning for Autonomous Cyber Defence

    Article • November 2023, ACM (Association for Computing Machinery)

    Chris Hicks, Elizabeth Bates