Andrew C. Cullen

Alexander C. Kalloniatis

Dyn. Games Appl., July, 2025

Suboptimality of Constrained Action Adversarial Cyber-Physical Games.

[BibT_eX]

[DOI]

Takuma A. Adams

Dyn. Games Appl., July, 2025

Position: Certified Robustness Does Not (Yet) Imply Model Security.

[BibT_eX]

[DOI]

Paul Montague

Sarah M. Erfani

CoRR, June, 2025

Fox in the Henhouse: Supply-Chain Backdoor Attacks Against Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, May, 2025

Multi-level Certified Defense Against Poisoning Attacks in Offline Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

It's Simplex! Disaggregating Measures to Improve Certified Robustness.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Security and Privacy, 2024

Et Tu Certifications: Robustness Certificates Yield Better Adversarial Examples.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Reinforcement Learning for Joint Resource and Power Allocation in D2D Communications.

[BibT_eX]

[DOI]

Proceedings of the 63rd IEEE Conference on Decision and Control, 2024

2023

Predicting dynamic spectrum allocation: a review covering simulation, modelling, and prediction.

[BibT_eX]

[DOI]

Sithamparanathan Kandeepan

Barry Flower

Philip H. W. Leong

Artif. Intell. Rev., October, 2023

Failure-tolerant Distributed Learning for Anomaly Detection in Wireless Networks.

[BibT_eX]

[DOI]

CoRR, 2023

Exploiting Certified Defences to Attack Randomised Smoothing.

[BibT_eX]

[DOI]

CoRR, 2023

Robust Wireless Network Anomaly Detection with Collaborative Adversarial Autoencoders.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2023

Quantisation Effects in Adversarial Cyber-Physical Games.

[BibT_eX]

[DOI]

Takuma Adams

Proceedings of the Decision and Game Theory for Security: 14th International Conference, 2023

An Adversarial Strategic Game for Machine Learning as a Service using System Features.

[BibT_eX]

[DOI]

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

Enhancing the Antidote: Improved Pointwise Certifications against Poisoning Attacks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Adversarial Decisions on Complex Dynamical Systems using Game Theory.

[BibT_eX]

[DOI]

Alexander C. Kalloniatis

CoRR, 2022

Generative Adversarial Networks for anomaly detection on decentralised data.

[BibT_eX]

[DOI]

Annu. Rev. Control., 2022

Double Bubble, Toil and Trouble: Enhancing Certified Robustness through Transitivity.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Wireless Network Simulation to Create Machine Learning Benchmark Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2022

2021

Domain-Aware Multiagent Reinforcement Learning in Navigation.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

Privacy-Preserving Collaborative SDR Networks for Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the ICC 2021, 2021

2020

Distributed Generative Adversarial Networks for Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the Decision and Game Theory for Security - 11th International Conference, 2020

2019

A novel numerical solver for nonlinear boundary value problems, with applications to the forced Gardner equation.

[BibT_eX]

[DOI]

PhD thesis, 2019

A fast, spectrally accurate homotopy based numerical method for solving nonlinear differential equations.

[BibT_eX]

[DOI]