Phillippa Spencer

According to our database, Phillippa Spencer authored at least 8 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Stealthy Poisoning Attacks Bypass Defenses in Regression Settings.

Javier Carnerero-Cano, Luis Muñoz-González, Phillippa Spencer, Emil C. Lupu

CoRR, January, 2026

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., November, 2024

Explainability in Deep Reinforcement Learning: A Review into Current Methods and Applications.

Thomas Hickling, Abdelhafid Zenati, Nabil Aouf, Phillippa Spencer

ACM Comput. Surv., May, 2024

2023

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., October, 2023

2022

Explainable Object Detection for Uncrewed Aerial Vehicles using KernelSHAP.

Maxwell Hogan, Nabil Aouf, Phillippa Spencer, Jay Almond

Proceedings of the IEEE International Conference on Autonomous Robot Systems and Competitions, 2022

2021

Regularization Can Help Mitigate Poisoning Attacks... with the Right Hyperparameters.

Javier Carnerero-Cano, Luis Muñoz-González, Phillippa Spencer, Emil C. Lupu

CoRR, 2021

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

2020

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