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2020 – today
- 2025
[j6]Andrew C. Cullen, Tansu Alpcan, Alexander C. Kalloniatis:
Game-Theoretic Analysis of Adversarial Decision Making in a Complex Socio-Physical System. Dyn. Games Appl. 15(3): 709-728 (2025)- [j5]Takuma A. Adams, Andrew C. Cullen, Tansu Alpcan:
Suboptimality of Constrained Action Adversarial Cyber-Physical Games. Dyn. Games Appl. 15(3): 769-788 (2025) - [j4]Ifrah Saeed
, Andrew C. Cullen, Zainab R. Zaidi, Sarah M. Erfani, Tansu Alpcan:
Algorithmically-designed reward shaping for multiagent reinforcement learning in navigation. Neurocomputing 658: 131654 (2025) - [c16]Takuma Adams, Andrew C. Cullen, Tansu Alpcan:
A Swarmalator-Based Multiplayer Pursuit-Evasion Game. CDC 2025: 6826-6831 - [c15]Shijie Liu, Andrew Craig Cullen, Paul Montague, Sarah Monazam Erfani, Benjamin I. P. Rubinstein:
Multi-level Certified Defense Against Poisoning Attacks in Offline Reinforcement Learning. ICLR 2025 - [c14]Andrew Craig Cullen, Paul Montague, Sarah Monazam Erfani, Benjamin I. P. Rubinstein:
Position: Certified Robustness Does Not (Yet) Imply Model Security. ICML (Position Papers) 2025 - [i10]Shijie Liu, Andrew C. Cullen, Paul Montague, Sarah M. Erfani, Benjamin I. P. Rubinstein:
Fox in the Henhouse: Supply-Chain Backdoor Attacks Against Reinforcement Learning. CoRR abs/2505.19532 (2025) - [i9]Shijie Liu, Andrew C. Cullen, Paul Montague, Sarah M. Erfani, Benjamin I. P. Rubinstein:
Multi-level Certified Defense Against Poisoning Attacks in Offline Reinforcement Learning. CoRR abs/2505.20621 (2025) - [i8]Andrew C. Cullen, Paul Montague, Sarah M. Erfani, Benjamin I. P. Rubinstein:
Position: Certified Robustness Does Not (Yet) Imply Model Security. CoRR abs/2506.13024 (2025) - [i7]Neil G. Marchant, Andrew C. Cullen, Feng Liu, Sarah M. Erfani:
On the Bayes Inconsistency of Disagreement Discrepancy Surrogates. CoRR abs/2512.05931 (2025) - 2024
- [c13]Ifrah Saeed, Andrew C. Cullen, Zainab R. Zaidi, Sarah M. Erfani, Tansu Alpcan:
Reinforcement Learning for Joint Resource and Power Allocation in D2D Communications. CDC 2024: 6051-6056 - [c12]Takuma Adams, Andrew C. Cullen, Tansu Alpcan:
(Poster) Physics-Informed Value Approximation for Pursuit-Evasion Games. GameSec (2) 2024: 317-320 - [c11]Andrew C. Cullen, Shijie Liu, Paul Montague, Sarah Monazam Erfani, Benjamin I. P. Rubinstein:
Et Tu Certifications: Robustness Certificates Yield Better Adversarial Examples. ICML 2024: 9745-9761 - [c10]Andrew C. Cullen, Paul Montague, Shijie Liu, Sarah M. Erfani, Benjamin I. P. Rubinstein:
It's Simplex! Disaggregating Measures to Improve Certified Robustness. SP 2024: 2886-2900 - 2023
- [j3]Andrew C. Cullen, Benjamin I. P. Rubinstein, Sithamparanathan Kandeepan, Barry Flower, Philip H. W. Leong:
Predicting dynamic spectrum allocation: a review covering simulation, modelling, and prediction. Artif. Intell. Rev. 56(10): 10921-10959 (2023) - [c9]Shijie Liu, Andrew C. Cullen, Paul Montague, Sarah M. Erfani, Benjamin I. P. Rubinstein:
Enhancing the Antidote: Improved Pointwise Certifications against Poisoning Attacks. AAAI 2023: 8861-8869 - [c8]Guoxin Sun, Tansu Alpcan, Seyit Camtepe, Andrew C. Cullen, Benjamin I. P. Rubinstein:
An Adversarial Strategic Game for Machine Learning as a Service using System Features. AAMAS 2023: 2508-2510 - [c7]Takuma Adams, Andrew C. Cullen, Tansu Alpcan:
Quantisation Effects in Adversarial Cyber-Physical Games. GameSec 2023: 153-171 - [c6]Marc Katzef, Andrew C. Cullen, Tansu Alpcan, Christopher Leckie:
Robust Wireless Network Anomaly Detection with Collaborative Adversarial Autoencoders. ICC 2023: 6343-6348 - [i6]Andrew C. Cullen, Paul Montague, Shijie Liu, Sarah M. Erfani, Benjamin I. P. Rubinstein:
Exploiting Certified Defences to Attack Randomised Smoothing. CoRR abs/2302.04379 (2023) - [i5]Marc Katzef, Andrew C. Cullen, Tansu Alpcan, Christopher Leckie, Justin Kopacz:
Failure-tolerant Distributed Learning for Anomaly Detection in Wireless Networks. CoRR abs/2303.13015 (2023) - [i4]Shijie Liu, Andrew C. Cullen, Paul Montague, Sarah M. Erfani, Benjamin I. P. Rubinstein:
Enhancing the Antidote: Improved Pointwise Certifications against Poisoning Attacks. CoRR abs/2308.07553 (2023) - [i3]Andrew C. Cullen, Paul Montague, Shijie Liu, Sarah M. Erfani, Benjamin I. P. Rubinstein:
It's Simplex! Disaggregating Measures to Improve Certified Robustness. CoRR abs/2309.11005 (2023) - 2022
- [j2]Marc Katzef, Andrew C. Cullen, Tansu Alpcan, Christopher Leckie:
Generative Adversarial Networks for anomaly detection on decentralised data. Annu. Rev. Control. 53: 329-337 (2022) - [c5]Marc Katzef, Andrew C. Cullen, Tansu Alpcan, Christopher Leckie, Justin Kopacz:
Wireless Network Simulation to Create Machine Learning Benchmark Data. GLOBECOM 2022: 6378-6383 - [c4]Andrew C. Cullen, Paul Montague, Shijie Liu, Sarah M. Erfani, Benjamin I. P. Rubinstein:
Double Bubble, Toil and Trouble: Enhancing Certified Robustness through Transitivity. NeurIPS 2022 - [i2]Andrew C. Cullen, Tansu Alpcan, Alexander C. Kalloniatis:
Adversarial Decisions on Complex Dynamical Systems using Game Theory. CoRR abs/2201.12355 (2022) - [i1]Andrew C. Cullen, Paul Montague, Shijie Liu, Sarah M. Erfani, Benjamin I. P. Rubinstein:
Double Bubble, Toil and Trouble: Enhancing Certified Robustness through Transitivity. CoRR abs/2210.06077 (2022) - 2021
- [c3]Marc Katzef, Andrew C. Cullen, Tansu Alpcan, Christopher Leckie, Justin Kopacz:
Privacy-Preserving Collaborative SDR Networks for Anomaly Detection. ICC 2021: 1-6 - [c2]Ifrah Saeed, Andrew C. Cullen, Sarah M. Erfani, Tansu Alpcan:
Domain-Aware Multiagent Reinforcement Learning in Navigation. IJCNN 2021: 1-8 - 2020
- [c1]Marc Katzef, Andrew C. Cullen, Tansu Alpcan, Christopher Leckie, Justin Kopacz:
Distributed Generative Adversarial Networks for Anomaly Detection. GameSec 2020: 3-22
2010 – 2019
- 2019
- [b1]Andrew C. Cullen:
A novel numerical solver for nonlinear boundary value problems, with applications to the forced Gardner equation. Monash University, Australia, 2019 - [j1]Andrew C. Cullen, Simon R. Clarke:
A fast, spectrally accurate homotopy based numerical method for solving nonlinear differential equations. J. Comput. Phys. 385: 106-118 (2019)
Coauthor Index
aka: Sarah Monazam Erfani
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