Defending the unknown: Exploring reinforcement learning agents' deployment in realistic, unseen networks. - Alberto Acuto 001; Simon Maskell; Jack D. (CAMLIS, 2023)

A Survey for Deep Reinforcement Learning Based Network Intrusion Detection. - Wanrong Yang; Alberto Acuto 001; Yihang Zhou; Dominik Wojtczak (CoRR, 2024)

Accounting for the Impact of Real-World Data and Costs in Autonomous Cyber Defence. - Adam Neal; Alberto Acuto 001; Peter L. Green; Chris Lear; Nick Hare; Simon Maskell (CSR, 2025)