Adrian Taylor

23 papers A* 1B 1C 3Misc 1Journal 10Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Before You Hand Over the Wheel: Evaluating LLMs for Security Incident Analysis.
CoRR
Sourov Jajodia, Madeena Sultana, Suryadipta Majumdar, Adrian Taylor, Grant Vandenberghe
2026 J jnl
Learning Communication Between Heterogeneous Agents in Multi-Agent Reinforcement Learning for Autonomous Cyber Defence.
CoRR
Alex Popa, Adrian Taylor, Ranwa Al Mallah
2025 J jnl
CAGE challenge 4: A scalable multi-agent reinforcement learning gym for autonomous cyber defence.
AI Mag.
Mitchell Kiely, Metin Ahiskali, Etienne Borde, Benjamin Bowman, David Bowman, Dirk Van Bruggen, KC Cowan, Prithviraj Dasgupta, Erich Devendorf, Ben Edwards, Alex Fitts, Sunny Fugate, Ryan Gabrys, Wayne Gould, H. Howie Huang, Jules Jacobs, Ryan Kerr, Isaiah J. King, Li Li, Luis Martinez, Christopher Moir, Craig Murphy, Olivia Naish, Claire Owens, Miranda Purchase, Ahmad Ridley, Adrian Taylor, Sara Farmer, William John Valentine, Yiyi Zhang
2025 C conf
Cyber Threat Mitigation with Knowledge-Infused Reinforcement Learning and LLM-Guided Policies.
PST
Md. Shamim Towhid, Shahrear Iqbal, Euclides Carlos Pinto Neto, Nashid Shahriar, Scott Buffett, Madeena Sultana, Adrian Taylor
2025 J jnl
Deep learning for intrusion detection in emerging technologies: a comprehensive survey and new perspectives.
Artif. Intell. Rev.
Euclides Carlos Pinto Neto, Shahrear Iqbal, Scott Buffett, Madeena Sultana, Adrian Taylor
2025 A* conf
Exploring the Efficacy of Multi-Agent Reinforcement Learning for Autonomous Cyber Defence: A CAGE Challenge 4 Perspective.
AAAI
Mitchell Kiely, Metin Ahiskali, Etienne Borde, Benjamin Bowman, David Bowman, Dirk Van Bruggen, KC Cowan, Prithviraj Dasgupta, Erich Devendorf, Ben Edwards, Alex Fitts, Sunny Fugate, Ryan Gabrys, Wayne Gould, H. Howie Huang, Jules Jacobs, Ryan Kerr, Isaiah J. King, Li Li, Luis Martinez, Christopher Moir, Craig Murphy, Olivia Naish, Claire Owens, Miranda Purchase, Ahmad Ridley, Adrian Taylor, Sara Farmer, William John Valentine, Yiyi Zhang
2025 — conf
ICARuS: Intercode-CTF Auto-Randomization System.
CAI
Ryan Kerr, Adrian Taylor, Madeena Sultana, Jean-Pierre S. El Rami
2025 C conf
Integrating Auxiliary Knowledge into Machine Learning to Improve the Detection of Cyberattacks.
ISNCC
Shahrear Iqbal, Sourena Khanzadeh, Euclides Carlos Pinto Neto, Scott Buffett, Madeena Sultana, Adrian Taylor
2024 Misc conf
Accelerating Autonomous Cyber Operations: A Symbolic Logic Planner Guided Reinforcement Learning Approach.
ICNC
Ryan Kerr, Steven H. H. Ding, Li Li, Adrian Taylor
2024 — conf
Towards Autonomous Network Defense: Reinforcement Learning Environment for a Defense Agent.
CCECE
Ayesha Babar, Li Li, Adrian Taylor, Mohammad Zulkernine
2023 J jnl
Enabling A Network AI Gym for Autonomous Cyber Agents.
CoRR
Li Li, Jean-Pierre S. El Rami, Adrian Taylor, James Hailing Rao, Thomas Kunz
2023 J jnl
Towards Autonomous Cyber Operation Agents: Exploring the Red Case.
CoRR
Li Li, Jean-Pierre S. El Rami, Ryan Kerr, Adrian Taylor, Grant Vandenberghe
2023 — conf
Towards Evaluation and Understanding of Large Language Models for Cyber Operation Automation.
CNS
Madeena Sultana, Adrian Taylor, Li Li, Suryadipta Majumdar
2023 J jnl
Unified Emulation-Simulation Training Environment for Autonomous Cyber Agents.
CoRR
Li Li, Jean-Pierre S. El Rami, Adrian Taylor, James Hailing Rao, Thomas Kunz
2022 — conf
Enabling A Network AI Gym for Autonomous Cyber Agents.
CSCI
Li Li, Jean-Pierre S. El Rami, Adrian Taylor, James Hailing Rao, Thomas Kunz
2021 J jnl
CyGIL: A Cyber Gym for Training Autonomous Agents over Emulated Network Systems.
CoRR
Li Li, Raed Fayad, Adrian Taylor
2019 J jnl
Decrypting SSL traffic: best practices for security, compliance and productivity.
Netw. Secur.
Adrian Taylor
2018 J jnl
Probing the Limits of Anomaly Detectors for Automobiles with a Cyberattack Framework.
IEEE Intell. Syst.
Adrian Taylor, Sylvain P. Leblanc, Nathalie Japkowicz
2016 B conf
Anomaly Detection in Automobile Control Network Data with Long Short-Term Memory Networks.
DSAA
Adrian Taylor, Sylvain P. Leblanc, Nathalie Japkowicz
2015 — conf
Frequency-based anomaly detection for the automotive CAN bus.
WCICSS
Adrian Taylor, Nathalie Japkowicz, Sylvain P. Leblanc
2015 — conf
The Lifetime of Android API Vulnerabilities: Case Study on the JavaScript-to-Java Interface.
Security Protocols Workshop
Daniel R. Thomas, Alastair R. Beresford, Thomas Coudray, Tom Sutcliffe, Adrian Taylor
2013 C conf
Robust vehicle routing policies using local communications & sensing.
ACC
David Pike, Sidney Nascimento Givigi, Joshua A. Marshall, Adrian Taylor, Alain Beaulieu
2009 — conf
Artificial Intelligence in Computer Generated Forces: Comparative Analysis.
HSC
Adrian Taylor, Nacer Abdellaoui, Glen Parkinson