Phillippa Spencer

11 papers Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Stealthy Poisoning Attacks Bypass Defenses in Regression Settings.
CoRR
Javier Carnerero-Cano, Luis Muñoz-González, Phillippa Spencer, Emil C. Lupu
2024 J jnl
Explainability in Deep Reinforcement Learning: A Review into Current Methods and Applications.
ACM Comput. Surv.
Thomas Hickling, Abdelhafid Zenati, Nabil Aouf, Phillippa Spencer
2024 J jnl
Hyperparameter Learning Under Data Poisoning: Analysis of the Influence of Regularization via Multiobjective Bilevel Optimization.
IEEE Trans. Neural Networks Learn. Syst.
Javier Carnerero-Cano, Luis Muñoz-González, Phillippa Spencer, Emil C. Lupu
2023 J jnl
Hyperparameter Learning under Data Poisoning: Analysis of the Influence of Regularization via Multiobjective Bilevel Optimization.
CoRR
Javier Carnerero-Cano, Luis Muñoz-González, Phillippa Spencer, Emil C. Lupu
2023 J jnl
Robust Adversarial Attacks Detection Based on Explainable Deep Reinforcement Learning for UAV Guidance and Planning.
IEEE Trans. Intell. Veh.
Thomas Hickling, Nabil Aouf, Phillippa Spencer
2022 J jnl
Explainability in Deep Reinforcement Learning, a Review into Current Methods and Applications.
CoRR
Thomas Hickling, Abdelhafid Zenati, Nabil Aouf, Phillippa Spencer
2022 — conf
Explainable Object Detection for Uncrewed Aerial Vehicles using KernelSHAP.
ICARSC
Maxwell Hogan, Nabil Aouf, Phillippa Spencer, Jay Almond
2022 J jnl
Robust Adversarial Attacks Detection based on Explainable Deep Reinforcement Learning For UAV Guidance and Planning.
CoRR
Thomas Hickling, Nabil Aouf, Phillippa Spencer
2021 J jnl
An OMICs-based meta-analysis to support infection state stratification.
Bioinform.
Ashleigh C. Myall, Simon Perkins, David Rushton, Jonathan David, Phillippa Spencer, Andrew R. Jones, Philipp Antczak
2021 J jnl
Regularization Can Help Mitigate Poisoning Attacks... with the Right Hyperparameters.
CoRR
Javier Carnerero-Cano, Luis Muñoz-González, Phillippa Spencer, Emil C. Lupu
2020 J jnl
Regularisation Can Mitigate Poisoning Attacks: A Novel Analysis Based on Multiobjective Bilevel Optimisation.
CoRR
Javier Carnerero-Cano, Luis Muñoz-González, Phillippa Spencer, Emil C. Lupu