Regularisation Can Mitigate Poisoning Attacks: A Novel Analysis Based on Multiobjective Bilevel Optimisation. - Javier Carnerero-Cano; Luis Muñoz-González; Phillippa Spencer; Emil C. Lupu (CoRR, 2020)

An OMICs-based meta-analysis to support infection state stratification. - Ashleigh C. Myall; Simon Perkins; David Rushton; Jonathan David; Phillippa Spencer; Andrew R. Jones; Philipp Antczak (Bioinform., 2021)

Regularization Can Help Mitigate Poisoning Attacks... with the Right Hyperparameters. - Javier Carnerero-Cano; Luis Muñoz-González; Phillippa Spencer; Emil C. Lupu (CoRR, 2021)

Explainable Object Detection for Uncrewed Aerial Vehicles using KernelSHAP. - Maxwell Hogan; Nabil Aouf; Phillippa Spencer; Jay Almond (ICARSC, 2022)

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)

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

Hyperparameter Learning Under Data Poisoning: Analysis of the Influence of Regularization via Multiobjective Bilevel Optimization. - Javier Carnerero-Cano; Luis Muñoz-González; Phillippa Spencer; Emil C. Lupu (IEEE Trans. Neural Networks Learn. Syst., 2024)