Chris Hicks

CoRR, March, 2026

SoK: The Pitfalls of Deep Reinforcement Learning for Cybersecurity.

[BibT_eX]

[DOI]

CoRR, February, 2026

Beyond Rewards in Reinforcement Learning for Cyber Defence.

[BibT_eX]

[DOI]

Elizabeth Bates

CoRR, February, 2026

One Pic is All it Takes: Poisoning Visual Document Retrieval Augmented Generation with a Single Image.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2026

From Promise to Peril: Rethinking Cybersecurity Red and Blue Teaming in the Age of LLMs.

[BibT_eX]

[DOI]

IEEE Secur. Priv., 2026

Beyond Training-time Poisoning: Component-level and Post-training Backdoors in Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

DRMD: Deep Reinforcement Learning for Malware Detection Under Concept Drift.

[BibT_eX]

[DOI]

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Poisoning Attacks on LLMs Require a Near-constant Number of Poison Samples.

[BibT_eX]

[DOI]

CoRR, October, 2025

What if we could hot swap our Biometrics?

[BibT_eX]

[DOI]

CoRR, September, 2025

Towards Causal Model-Based Policy Optimization.

[BibT_eX]

[DOI]

Alberto Caron

CoRR, March, 2025

Less is more? Rewards in RL for Cyber Defence.

[BibT_eX]

[DOI]

Elizabeth Bates

CoRR, March, 2025

A Hierarchical Nearest Neighbour Approach to Contextual Bandits.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2025

On Efficient Bayesian Exploration in Model-Based Reinforcement Learning.

[BibT_eX]

[DOI]

Alberto Caron

Trans. Mach. Learn. Res., 2025

Towards Autonomous Cyber Defence: Applying Systems Theoretic Process Analysis to Human-Machine Teaming.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2025

2024

SoK: On Closing the Applicability Gap in Automated Vulnerability Detection.

[BibT_eX]

[DOI]

CoRR, 2024

Fair Exploration and Exploitation.

[BibT_eX]

[DOI]

CoRR, 2024

Benchmarking OpenAI o1 in Cyber Security.

[BibT_eX]

[DOI]

Dan Ristea

CoRR, 2024

CybORG++: An Enhanced Gym for the Development of Autonomous Cyber Agents.

[BibT_eX]

[DOI]

CoRR, 2024

Environment Complexity and Nash Equilibria in a Sequential Social Dilemma.

[BibT_eX]

[DOI]

CoRR, 2024

A View on Out-of-Distribution Identification from a Statistical Testing Theory Perspective.

[BibT_eX]

[DOI]

Alberto Caron

CoRR, 2024

Fusion Encoder Networks.

[BibT_eX]

[DOI]

CoRR, 2024

Mitigating Deep Reinforcement Learning Backdoors in the Neural Activation Space.

[BibT_eX]

[DOI]

Sanyam Vyas

Proceedings of the IEEE Security and Privacy, 2024

WENDIGO: Deep Reinforcement Learning for Denial-of-Service Query Discovery in GraphQL.

[BibT_eX]

[DOI]

Proceedings of the IEEE Security and Privacy, 2024

Online Convex Optimisation: The Optimal Switching Regret for all Segmentations Simultaneously.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Entity-based Reinforcement Learning for Autonomous Cyber Defence.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Autonomous Cybersecurity, 2024

Inherently Interpretable and Uncertainty-Aware Models for Online Learning in Cyber-Security Problems.

[BibT_eX]

[DOI]

Proceedings of the Annual Computer Security Applications Conference, 2024

2023

A Hierarchical Nearest Neighbour Approach to Contextual Bandits.

[BibT_eX]

[DOI]

CoRR, 2023

Nearest Neighbour with Bandit Feedback.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Canaries and Whistles: Resilient Drone Communication Networks with (or without) Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 16th ACM Workshop on Artificial Intelligence and Security, 2023

Reward Shaping for Happier Autonomous Cyber Security Agents.

[BibT_eX]

[DOI]

Elizabeth Bates

Proceedings of the 16th ACM Workshop on Artificial Intelligence and Security, 2023

2022

SIMple ID: QR Codes for Authentication Using Basic Mobile Phones in Developing Countries.

[BibT_eX]

[DOI]

Jon Crowcroft

Proceedings of the Security and Trust Management - 18th International Workshop, 2022

Inroads into Autonomous Network Defence using Explained Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Conference on Applied Machine Learning in Information Security, 2022

Autonomous Network Defence using Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the ASIA CCS '22: ACM Asia Conference on Computer and Communications Security, Nagasaki, Japan, 30 May 2022, 2022

2021

An Interface Between Legacy and Modern Mobile Devices for Digital Identity.

[BibT_eX]

[DOI]