Robust Adversarial Attacks Detection Based on Explainable Deep Reinforcement Learning for UAV Guidance and Planning. - Thomas Hickling; Nabil Aouf; Phillippa Spencer (IEEE Trans. Intell. Veh., 2023)

Real-Time Detection of White and Black Box Adversarial Attacks on Deep Reinforcement Learning UAV Guidance. - Thomas Hickling; Nabil Aouf (ROBIO, 2024)

Explainability in Deep Reinforcement Learning: A Review into Current Methods and Applications. - Thomas Hickling; Abdelhafid Zenati; Nabil Aouf; Phillippa Spencer (ACM Comput. Surv., 2024)

Deep Reinforcement Learning based Autonomous Decision-Making for Cooperative UAVs: A Search and Rescue Real World Application. - Thomas Hickling; Maxwell Hogan; Abdulla Tammam; Nabil Aouf (CoRR, 2025)