P. Spencer

Robust Adversarial Attacks Detection based on Explainable Deep Reinforcement Learning For UAV Guidance and Planning

N. Aouf, Tom Hickling, P. Spencer, 2022, ArXiv.

An OMICs-based meta-analysis to support infection state stratification

Andrew R. Jones, Simon Perkins, Philipp Antczak, 2021, Bioinform..

Identifying robust biomarkers of infection through an omics-based meta-analysis

S. Perkins, A. Myall, P. Antczak, 2020, medRxiv.

Robust Adversarial Attacks Detection based on Explainable Deep Reinforcement Learning For UAV Guidance and Planning

N. Aouf, Tom Hickling, P. Spencer, 2022, ArXiv.

Robust Adversarial Attacks Detection Based on Explainable Deep Reinforcement Learning for UAV Guidance and Planning

N. Aouf, Tom Hickling, P. Spencer, 2022, IEEE Transactions on Intelligent Vehicles.

Explainability in Deep Reinforcement Learning, a Review into Current Methods and Applications

N. Aouf, Tom Hickling, Abdelhafid Zenati, 2022, ArXiv.

Hyperparameter Learning under Data Poisoning: Analysis of the Influence of Regularization via Multiobjective Bilevel Optimization

Emil C. Lupu, Luis Muñoz-González, Javier Carnerero-Cano, 2023, IEEE transactions on neural networks and learning systems.

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

Emil C. Lupu, Luis Munoz-Gonz'alez, Javier Carnerero-Cano, 2021, ArXiv.

Regularisation Can Mitigate Poisoning Attacks: A Novel Analysis Based on Multiobjective Bilevel Optimisation

Emil C. Lupu, Luis Muñoz-González, Javier Carnerero-Cano, 2020, ArXiv.

Explainability in Deep Reinforcement Learning, a Review into Current Methods and Applications

N. Aouf, Tom Hickling, Abdelhafid Zenati, 2022, ACM Computing Surveys.